Tunneling for network deceptions

ABSTRACT

Provided are systems, methods, and computer-program products for providing network deceptions using a network tunnel. In various implementations, a network device on a first network can be configured as a projection point. A projection point can be configured as one endpoint of a network tunnel. The other end of the network tunnel can terminate at a deception farm. The deception farm can host a second network, where the second network includes network devices configured as deception mechanisms. By assigning a deception mechanism a network address from the first network, the network address and the network tunnel enable the deception mechanism to appear as a node in the first network.

CROSS REFERENCES TO RELATED APPLICATIONS

This application is a continuation of U.S. Non-Provisional applicationSer. No. 16/800,763, filed Feb. 25, 2020, which is a continuation ofU.S. Non-Provisional application Ser. No. 15/983,418, filed May 18,2018, now U.S. Pat. No. 10,983,418, which is a continuation of U.S.Non-Provisional application Ser. No. 15/498,300, filed Apr. 26, 2017,now U.S. Pat. No. 9,979,750, which claims the benefit of and priority toU.S. Provisional Application No. 62/344,267, filed on Jun. 1, 2016; andU.S. Provisional Application No. 62/327,836, filed on Apr. 26, 2016.Each of the preceding applications is incorporated herein by referencein their entirety.

BRIEF SUMMARY

Provided are methods, including computer-implemented methods or methodsimplemented by a network device, devices including network devices, andcomputer-program products for providing network deceptions usingtunneling. In various implementations, a network device can beconfigured as a projection point. A projection point can be configuredas one endpoint of a network tunnel. The other end of the network tunnelcan terminate at a deception center. The deception center can hostnetwork devices configured as deception mechanisms.

In various implementations, the network device configured as aprojection point can determine a network address. The network addresscan be determined from available network addresses in a first network,where the first network is the network to which the network device isconnected. The network device can further configure a network tunnel toa second network. The second network can include one or more deceptionmechanisms; for example, the second network can be at a deception farm.The network device can further select a deception mechanism from amongthe one or more deception mechanisms. The network device can furtherassigning the network address to the selected deception mechanism. Thenetwork address and the network tunnel can enable the selected deceptionmechanism to be a node on the first network.

In various implementations, the network device that is configured as aprojection point can further determine a configuration of one or moreother network devices on the first network. In these implementations,the selected deception mechanism can be selected using theconfiguration.

In various implementations, the network device can further determine aconfiguration of one or more other network devices on the first network,and configure the selected deception mechanism using the configurationof the one or more other network devices.

In various implementations, the network device can further select thesecond network from among a plurality of deception networks, where theplurality of deception networks host deception mechanisms.

In various implementations, the network device can further receivenetwork traffic from the first network, where the network traffic isaddressed to the network address that is assigned to the selecteddeception mechanism. The network device can further transmit the networktraffic over the network tunnel.

In various implementations, the network device can further receivenetwork traffic from the first network, where the network trafficrequests information about the network address. The network device canthen respond to the request, for example, using the network address.

In various implementations, the network device can further hide thenetwork device from the first network. Hiding the network device caninclude not responding to network traffic addressed to the networkdevice.

In various implementations, the network device can further determine toadd an additional deception mechanism to the first network. The networkdevice can then configure a different network tunnel to a third network,where the third includes one or more additional deception mechanisms.The network device can then select the additional deception mechanismfrom among the one or more additional deception mechanisms.

In various implementations, the second network is associated with adeception farm, where a deception farm includes network devicesconfigured as deception mechanisms. In various implementations, adeception mechanism is an emulated network device or a physical networkdevice.

BRIEF DESCRIPTION OF THE DRAWINGS

Illustrative embodiments are described in detail below with reference tothe following figures:

FIG. 1 illustrates an example of a network threat detection and analysissystem, in which various implementations of a deception-based securitysystem can be used;

FIGS. 2A-2D provide examples of different installation configurationsthat can be used for different customer networks;

FIG. 3A-3B illustrate examples of customer networks where some of thecustomer networks' network infrastructure is “in the cloud,” that is, isprovided by a cloud services provider;

FIG. 4 illustrates an example of an enterprise network;

FIG. 5 illustrates a general example of an Internet-of-Things network;

FIG. 6 illustrates an example of an Internet-of-Things network, hereimplemented in a private home;

FIG. 7 illustrates an Internet-of-Things network, here implemented in asmall business;

FIG. 8 illustrates an example of the basic operation of an industrialcontrol system;

FIG. 9 illustrates an example of a SCADA system, here used fordistributed monitoring and control;

FIG. 10 illustrates an example of a distributed control;

FIG. 11 illustrates an example of a PLC implemented in a manufacturingcontrol process;

FIGS. 12A-12D illustrate an example of a network deception systemconfigured to provide deception mechanisms for a site network;

FIG. 13 illustrates an example of a network deception system configuredto provide deception mechanisms for a site network;

FIG. 14 illustrates an example of a deception system that includes aprojection point with network tunnels to multiple deception farms;

FIG. 15 illustrates an example of a deception system for a site networkthat incudes multiple sub-networks, or subnets;

FIG. 16 illustrates an example of a network deception system, wheremultiple projection points have been connected to multiple deceptioncenters; and

FIGS. 17A-17B illustrate an example where a site network includes alocal segment and a cloud segment.

DETAILED DESCRIPTION

Network deception mechanisms, often referred to as “honeypots,” “honeytokens,” and “honey nets,” among others, defend a network from threatsby distracting or diverting the threat. Honeypot-type deceptionmechanisms can be installed in a network for a particular site, such asa business office, to act as decoys in the site's network. Honeypot-typedeception mechanisms are typically configured to be indistinguishablefrom active, production systems in the network. Additionally, suchdeception mechanisms are typically configured to be attractive to anetwork threat by having seemingly valuable data and/or by appearingvulnerable to infiltration. Though these deception mechanisms can beindistinguishable from legitimate parts of the site network, deceptionmechanisms are not part of the normal operation of the network, andwould not be accessed during normal, legitimate use of the site network.Because normal users of the site network would not normally use oraccess a deception mechanism, any use or access to the deceptionmechanism is suspected to be a threat to the network.

“Normal” operation of a network generally includes network activity thatconforms with the intended purpose of a network. For example, normal orlegitimate network activity can include the operation of a business,medical facility, government office, education institution, or theordinary network activity of a private home. Normal network activity canalso include the non-business-related, casual activity of users of anetwork, such as accessing personal email and visiting websites onpersonal time, or using network resources for personal use. Normalactivity can also include the operations of network security devices,such as firewalls, anti-virus tools, intrusion detection systems,intrusion protection systems, email filters, adware blockers, and so on.Normal operations, however, exclude deceptions mechanisms, in thatdeception mechanisms are not intended to take part in businessoperations or casual use. As such, network users and network systems donot normally access deceptions mechanisms except perhaps for the mostroutine network administrative tasks. Access to a deception mechanism,other than entirely routine network administration, may thus indicate athreat to the network.

Threats to a network can include active attacks, where an attackerinteracts or engages with systems in the network to steal information ordo harm to the network. An attacker may be a person, or may be anautomated system. Examples of active attacks include denial of service(DoS) attacks, distributed denial of service (DDoS) attacks, spoofingattacks, “man-in-the-middle” attacks, attacks involving malformednetwork requests (e.g. Address Resolution Protocol (ARP) poisoning,“ping of death,” etc.), buffer, heap, or stack overflow attacks, andformat string attacks, among others. Threats to a network can alsoinclude self-driven, self-replicating, and/or self-triggering malicioussoftware. Malicious software can appear innocuous until activated, uponwhich the malicious software may attempt to steal information from anetwork and/or do harm to the network. Malicious software is typicallydesigned to spread itself to other systems in a network. Examples ofmalicious software include ransomware, viruses, worms, Trojan horses,spyware, keyloggers, rootkits, and rogue security software, amongothers.

Honeypot-type deception mechanisms are typically installed in thenetwork for a particular site, to act as decoys in the site's network.For honeypot-based systems to appear similar to legitimate networkdevices in a network, the decoys may be more effective if the decoysappear indistinguishable from legitimate, production devices. Forexample, having a network address, such as an Internet Protocol (IP)address, that is in a same domain as the network addresses of legitimatedevices in the site's network can give the deception mechanisms somemeasure of authenticity.

To have a network address that is in the domain of a particular sitenetwork, deception mechanism can be installed in the site network, forexample by attaching network devices configured as deception mechanismsto switches, routers, or other infrastructure of the site network. Insome situations, however, installing deception mechanisms in a sitenetwork may be inconvenient and/or inefficient. For example, there maynot be physical or logical space in a site network for more than a fewdeception mechanisms. As another example, the configuration of deceptionmechanisms may need to be determined in advance, and it may be difficultto dynamically increase, reduce, and/or modify deceptions mechanismsinstalled directly in a site network. As another example, centralizedadministration of deception mechanism spread across multiple sitenetworks, including coordination of activities of multiple deceptionmechanisms and monitoring for possible intrusions, may be difficult.

In some cases, however, it may not be possible to install a deceptionmechanism directly into a site network. For example, a customer'snetwork may be partially or fully “in the cloud;” that is, a cloudservices provider may host all or part of a site network for a customer.In such cases, it may not be possible to gain access to the cloudportion of the network to install deception mechanisms.

One alternative to installing deception mechanisms in a site network isto host the deception mechanisms at a remote site. The deceptionmechanisms, however, may have network addresses that are local to theremote site, rather than local to the site network, and thus may be moreeasily identified as decoys. The deception mechanisms' network addressescan be spoofed or masked, but once a network threat gains access to adeception mechanism, the network threat may discover that the deceptionmechanism's actual network address.

Network tunnels provide a way to connect network and network devicestogether over other networks. Using tunneling protocols, a remotenetwork device can connect to a private network over other networks,which may be private and/or public and may be unsecure. An example wheretunnels are commonly used is for virtual private networks (VPN). A VPNtunnel allows a remote user to connect a computer to the network that isin another physical location, such as at an office. The VPN tunnelprovides a path for network traffic between the remote user's computerand the office network. The tunnel can be secure, so that the remoteuser's network traffic cannot be snooped as the traffic travels acrosspublic networks. Once the tunnel has been established, the remote user'scomputer may be able to access the office network as if the computerwere physically located at the office and physically connected to theoffice network.

In various implementations, a network deception system can use networktunnels to project deceptions from a remote site into a site network,where the deceptions can defend the site network from network threats.In various implementations, a network device in the site network can beconfigured as a projection point, which implements an endpoint for anetwork tunnel. The network device can further be connected, using asecure network tunnel, to a remote deception farm. In someimplementations, the deception farm can host a network emulator, whichcan emulate multiple network devices. In these implementations, theemulated network devices can be assigned network addresses from the sitenetwork's domain. The emulated network devices can further be projectedby the projection point into the site network. The emulated networkdevices thus appear in the site network in the same manner as legitimatedevices in the site network.

In various implementations, a deception farm can host emulated networkdevices and/or physical network devices. Emulated network devices can begenerated, for example, using virtual machines, where the virtualmachines can be configured to resemble the devices found in a particularsite network. The physical network devices can include devices that maybe difficult to emulate, such as certain kinds of computers, machinery,and/or control systems. Emulated network devices and/or physical networkdevices deception farm can be used as deception mechanisms, and can beprojected into a site network.

In various implementations, a projection point can have network tunnelsto more than one deception farm. In these implementations, thedeceptions projected by a projection point can be selected from amongthe deception mechanisms hosted by multiple deception farms.

In various implementations, a deception farm can be connected toprojection points in multiple site networks. In some cases, the multiplesite networks belong to the same customer, while in other cases themultiple site networks can be long to different customers. In each ofthese cases, the projection points and/or deception farms can maintain acontext for each network tunnel, so that network traffic can be properlyrouted between each site network and the deceptions hosted by eachdeception farm.

I. Deception-Based Security Systems

FIG. 1 illustrates an example of a network threat detection and analysissystem 100, in which various implementations of a deception-basedsecurity system can be used. The network threat detection and analysissystem 100, or, more briefly, network security system 100, providessecurity for a site network 104 using deceptive security mechanisms, avariety of which may be called “honeypots.” The deceptive securitymechanisms may be controlled by and inserted into the site network 104using a deception center 108 and sensors 110, which may also be referredto as deception sensors, installed in the site network 104. In someimplementations, the deception center 108 and the sensors 110 interactwith a security services provider 106 located outside of the sitenetwork 104. The deception center 108 may also obtain or exchange datawith sources located on the Internet 150.

Security mechanisms designed to deceive, sometimes referred to as“honeypots,” may also be used as traps to divert and/or deflectunauthorized use of a network away from the real network assets. Adeception-based security mechanism may be a computer attached to thenetwork, a process running on one or more network systems, and/or someother device connected to the network. A security mechanism may beconfigured to offer services, real or emulated, to serve as bait for anattack on the network. Deception-based security mechanisms that take theform of data, which may be called “honey tokens,” may be mixed in withreal data in devices in the network. Alternatively or additionally,emulated data may also be provided by emulated systems or services.

Deceptive security mechanisms can also be used to detect an attack onthe network. Deceptive security mechanisms are generally configured toappear as if they are legitimate parts of a network. These securitymechanisms, however, are not, in fact, part of the normal operation ofthe network. Consequently, normal activity on the network is not likelyto access the security mechanisms. Thus any access over the network tothe security mechanism is automatically suspect.

The network security system 100 may deploy deceptive security mechanismsin a targeted and dynamic fashion. Using the deception center 108 thesystem 100 can scan the site network 104 and determine the topology ofthe site network 104. The deception center 108 may then determinedevices to emulate with security mechanisms, including the type andbehavior of the device. The security mechanisms may be selected andconfigured specifically to attract the attention of network attackers.The security mechanisms may also be selected and deployed based onsuspicious activity in the network. Security mechanisms may be deployed,removed, modified, or replaced in response to activity in the network,to divert and isolate network activity related to an apparent attack,and to confirm that the network activity is, in fact, part of a realattack.

The site network 104 is a network that may be installed among thebuildings of a large business, in the office of a small business, at aschool campus, at a hospital, at a government facility, or in a privatehome. The site network 104 may be described as a local area network(LAN) or a group of LANS. The site network 104 may be one site belongingto an organization that has multiple site networks 104 in one or manygeographical locations. In some implementations, the deception center108 may provide network security to one site network 104, or to multiplesite networks 104 belonging to the same entity.

The site network 104 is where the networking devices and users of the anorganizations network may be found. The site network 104 may includenetwork infrastructure devices, such as routers, switches hubs,repeaters, wireless base stations, and/or network controllers, amongothers. The site network 104 may also include computing systems, such asservers, desktop computers, laptop computers, tablet computers, personaldigital assistants, and smart phones, among others. The site network 104may also include other analog and digital electronics that have networkinterfaces, such as televisions, entertainment systems, thermostats,refrigerators, and so on.

The deception center 108 provides network security for the site network104 (or multiple site networks for the same organization) by deployingsecurity mechanisms into the site network 104, monitoring the sitenetwork 104 through the security mechanisms, detecting and redirectingapparent threats, and analyzing network activity resulting from theapparent threat. To provide security for the site network 104, invarious implementations the deception center 108 may communicate withsensors 110 installed in the site network 104, using network tunnels120. As described further below, the tunnels 120 may allow the deceptioncenter 108 to be located in a different sub-network (“subnet”) than thesite network 104, on a different network, or remote from the sitenetwork 104, with intermediate networks (possibly including the Internet150) between the deception center 108 and the site network 104.

In some implementations, the network security system 100 includes asecurity services provider 106. In these implementations, the securityservices provider 106 may act as a central hub for providing security tomultiple site networks, possibly including site networks controlled bydifferent organizations. For example, the security services provider 106may communicate with multiple deception centers 108 that each providesecurity for a different site network 104 for the same organization. Insome implementations, the security services provider 106 is locatedoutside the site network 104. In some implementations, the securityservices provider 106 is controlled by a different entity than theentity that controls the site network. For example, the securityservices provider 106 may be an outside vendor. In some implementations,the security services provider 106 is controlled by the same entity asthat controls the site network 104.

In some implementations, when the network security system 100 includes asecurity services provider 106, the sensors 110 and the deception center108 may communicate with the security services provider 106 in order tobe connected to each other. For example, the sensors 110, which may alsobe referred to as deception sensors, may, upon powering on in the sitenetwork 104, send information over a network connection 112 to thesecurity services provider 106, identifying themselves and the sitenetwork 104 in which they are located. The security services provider106 may further identify a corresponding deception center 108 for thesite network 104. The security services provider 106 may then providethe network location of the deception center 108 to the sensors 110, andmay provide the deception center 108 with the network location of thesensors 110. A network location may take the form of, for example, anInternet Protocol (IP) address. With this information, the deceptioncenter 108 and the sensors 110 may be able to configure tunnels 120 tocommunicate with each other.

In some implementations, the network security system 100 does notinclude a security services provider 106. In these implementations, thesensors 110 and the deception center 108 may be configured to locateeach other by, for example, sending packets that each can recognize ascoming for the other. Using these packets, the sensors 110 and deceptioncenter 108 may be able to learn their respective locations on thenetwork. Alternatively or additionally, a network administrator canconfigure the sensors 110 with the network location of the deceptioncenter 108, and vice versa.

In various implementations, the sensors 110 are a minimal combination ofhardware and/or software, sufficient to form a network connection withthe site network 104 and a tunnel 120 with the deception center 108. Forexample, a sensor 110 may be constructed using a low-power processor, anetwork interface, and a simple operating system. In variousimplementations, the sensors 110 provide the deception center 108 withvisibility into the site network 104, such as for example being able tooperate as a node in the site network 104, and/or being able to presentor project deceptive security mechanisms into the site network 104, asdescribed further below. Additionally, in various implementations, thesensors 110 may provide a portal through which a suspected attack on thesite network 104 can be redirected to the deception center 108, as isalso described below.

In various implementations, the deception center 108 may be configuredto profile the site network 104, deploy deceptive security mechanismsfor the site network 104, detect suspected threats to the site network104, analyze the suspected threat, and analyze the site network 104 forexposure and/or vulnerability to the supposed threat.

To provide the site network 104, the deception center 108 may include adeception profiler 130. In various implementations, the deceptionprofiler may 130 derive information 114 from the site network 104, anddetermine, for example, the topology of the site network 104, thenetwork devices included in the site network 104, the software and/orhardware configuration of each network device, and/or how the network isused at any given time. Using this information, the deception profiler130 may determine one or more deceptive security mechanisms to deployinto the site network 104.

In various implementations, the deception profiler may configure anemulated network 116 to emulate one or more computing systems. Using thetunnels 120 and sensors 110, the emulated computing systems may beprojected into the site network 104, where they serve as deceptions. Theemulated computing systems may include address deceptions,low-interaction deceptions, and/or high-interaction deceptions. In someimplementations, the emulated computing systems may be configured toresemble a portion of the network. In these implementations, thisnetwork portion may then be projected into the site network 104.

In various implementations, a network threat detection engine 140 maymonitor activity in the emulated network 116, and look for attacks onthe site network 104. For example, the network threat detection engine140 may look for unexpected access to the emulated computing systems inthe emulated network 116. The network threat detection engine 140 mayalso use information 114 extracted from the site network 104 to adjustthe emulated network 116, in order to make the deceptions moreattractive to an attack, and/or in response to network activity thatappears to be an attack. Should the network threat detection engine 140determine that an attack may be taking place, the network threatdetection engine 140 may cause network activity related to the attack tobe redirected to and contained within the emulated network 116.

In various implementations, the emulated network 116 is aself-contained, isolated, and closely monitored network, in whichsuspect network activity may be allowed to freely interact with emulatedcomputing systems. In various implementations, questionable emails,files, and/or links may be released into the emulated network 116 toconfirm that they are malicious, and/or to see what effect they have.Outside actors can also be allowed to access emulated system, steal dataand user credentials, download malware, and conduct any other maliciousactivity. In this way, the emulated network 116 not only isolated asuspected attack from the site network 104, but can also be used tocapture information about an attack. Any activity caused by suspectnetwork activity may be captured in, for example, a history of sent andreceived network packets, log files, and memory snapshots.

In various implementations, activity captured in the emulated network116 may be analyzed using a targeted threat analysis engine 160. Thethreat analysis engine 160 may examine data collected in the emulatednetwork 116 and reconstruct the course of an attack. For example, thethreat analysis engine 160 may correlate various events seen during thecourse of an apparent attack, including both malicious and innocuousevents, and determine how an attacker infiltrated and caused harm in theemulated network 116. In some cases, the threat analysis engine 160 mayuse threat intelligence 152 from the Internet 150 to identify and/oranalyze an attack contained in the emulated network 116. The threatanalysis engine 160 may also confirm that suspect network activity wasnot an attack. The threat analysis engine 160 may produce indicators 162that describe the suspect network activity, including indicating whetherthe suspect activity was or was not an actual threat. The threatanalysis engine 160 may share these indicators 162 with the securitycommunity 180, so that other networks can be defended from the attack.The threat analysis engine 160 may also send the indicators 162 to thesecurity services provider 106, so that the security services provider106 can use the indicators 162 to defend other site networks.

In various implementations, the threat analysis engine 160 may also sendthreat indicators 162, or similar data, to a behavioral analytics engine170. The behavioral analytics engine 170 may be configured to use theindicators 162 to probe 118 the site network 104, and see whether thesite network 104 has been exposed to the attack, or is vulnerable to theattack. For example, the behavioral analytics engine 170 may search thesite network 104 for computing systems that resemble emulated computingsystems in the emulated network 116 that were affected by the attack. Insome implementations, the behavioral analytics engine 170 can alsorepair systems affected by the attack, or identify these systems to anetwork administrator. In some implementations, the behavioral analyticsengine 170 can also reconfigure the site network's 104 securityinfrastructure to defend against the attack.

The behavioral analytics engine 170 can work in conjunction with aSecurity Information and Event Management (SIEM) 172 system. In variousimplementations, SIEM includes software and/or services that can providereal-time analysis of security alerts generates by network hardware andapplications. In various implementations, the deception center 108 cancommunicate with the SIEM 172 system to obtain information aboutcomputing and/or networking systems in the site network 104.

Using deceptive security mechanisms, the network security system 100 maythus be able to distract and divert attacks on the site network 104. Thenetwork security system 100 may also be able to allow, using theemulated network 116, and attack to proceed, so that as much can belearned about the attack as possible. Information about the attack canthen be used to find vulnerabilities in the site network 104.Information about the attack can also be provided to the securitycommunity 180, so that the attack can be thwarted elsewhere.

II. Customer Installations

The network security system, such as the deception-based systemdescribed above, may be flexibly implemented to accommodate differentcustomer networks. FIGS. 2A-2D provide examples of differentinstallation configurations 200 a-200 d that can be used for differentcustomer networks 202. A customer network 202 may generally be describedas a network or group of networks that is controlled by a common entity,such as a business, a school, or a person. The customer network 202 mayinclude one or more site networks 204. The customer network's 202 sitenetworks 204 may be located in one geographic location, may be behind acommon firewall, and/or may be multiple subnets within one network.Alternatively or additionally, a customer network's 202 site networks204 may be located in different geographic locations, and be connectedto each other over various private and public networks, including theInternet 250.

Different customer networks 202 may have different requirementsregarding network security. For example, some customer networks 202 mayhave relatively open connections to outside networks such as theInternet 250, while other customer networks 202 have very restrictedaccess to outside networks. The network security system described inFIG. 1 may be configurable to accommodate these variations.

FIG. 2A illustrates one example of an installation configuration 200 a,where a deception center 208 is located within the customer network 202.In this example, being located within the customer network 202 meansthat the deception center 208 is connected to the customer network 202,and is able to function as a node in the customer network 202. In thisexample, the deception center 208 may be located in the same building orwithin the same campus as the site network 204. Alternatively oradditionally, the deception center 208 may be located within thecustomer network 202 but at a different geographic location than thesite network 204. The deception center 208 thus may be within the samesubnet as the site network 204, or may be connected to a differentsubnet within the customer network.

In various implementations, the deception center 208 communicates withsensors 210, which may also be referred to as deception sensors,installed in the site network over network tunnels 220 In this example,the network tunnels 220 may cross one or more intermediate within thecustomer network 202.

In this example, the deception center 208 is able to communicate with asecurity services provider 206 that is located outside the customernetwork 202, such as on the Internet 250. The security services provider206 may provide configuration and other information for the deceptioncenter 208. In some cases, the security services provider 206 may alsoassist in coordinating the security for the customer network 202 whenthe customer network 202 includes multiple site networks 204 located invarious geographic areas.

FIG. 2B illustrates another example of an installation configuration 200b, where the deception center 208 is located outside the customernetwork 202. In this example, the deception center 208 may connected tothe customer network 202 over the Internet 250. In some implementations,the deception center 208 may be co-located with a security servicesprovider, and/or may be provided by the security services provider.

In this example, the tunnels 220 connect the deception center 208 to thesensors 210 through a gateway 262. A gateway is a point in a networkthat connects the network to another network. For example, in thisexample, the gateway 262 connects the customer network 202 to outsidenetworks, such as the Internet 250. The gateway 262 may provide afirewall, which may provide some security for the customer network 202.The tunnels 220 may be able to pass through the firewall using a secureprotocol, such as Secure Socket Shell (SSH) and similar protocols.Secure protocols typically require credentials, which may be provided bythe operator of the customer network 202.

FIG. 2C illustrates another example of an installation configuration 200c, where the deception center 208 is located inside the customer network202 but does not have access to outside networks. In someimplementations, the customer network 202 may require a high level ofnetwork security. In these implementations, the customer network's 202connections to the other networks may be very restricted. Thus, in thisexample, the deception center 208 is located within the customer network202, and does not need to communicate with outside networks. Thedeception center 208 may use the customer networks 202 internal networkto coordinate with and establish tunnels 220 to the sensors 210.Alternatively or additionally, a network administrator may configure thedeception center 208 and sensors 210 to enable them to establish thetunnels 220.

FIG. 2D illustrates another example of an installation configuration 200d. In this example, the deception center 208 is located inside thecustomer network 202, and further is directly connected to the sitenetwork 204. Directly connected, in this example, can mean that thedeception center 208 is connected to a router, hub, switch, repeater, orother network infrastructure device that is part of the site network204. Directly connected can alternatively or additionally mean that thedeception center 208 is connected to the site network 204 using aVirtual Local Area Network (VLAN). For example, the deception center 208can be connected to VLAN trunk port. In these examples, the deceptioncenter 208 can project deceptions into the site network 204 with orwithout the use of sensors, such as are illustrated in FIGS. 2A-2C.

In the example of FIG. 2D, the deception center 208 can also optionallybe connected to an outside security services provider 206. The securityservices provider 206 can manage the deception center 208, includingproviding updated security data, sending firmware upgrades, and/orcoordinating different deception centers 208 for different site networks204 belonging to the same customer network 202. In some implementations,the deception center 208 can operate without the assistances of anoutside security services provider 206.

III. Customer Networks

The network security system, such as the deception-based systemdiscussed above, can be used for variety of customer networks. As notedabove, customer networks can come in wide variety of configurations. Forexample, a customer network may have some of its network infrastructure“in the cloud.” A customer network can also include a wide variety ofdevices, including what may be considered “traditional” networkequipment, such as servers and routers, and non-traditional,“Internet-of-Things” devices, such as kitchen appliances. Other examplesof customer networks include established industrial networks, or a mixof industrial networks and computer networks.

FIG. 3A-3B illustrate examples of customer networks 302 a-302 b wheresome of the customer networks' 302 a-302 b network infrastructure is “inthe cloud,” that is, is provided by a cloud services provider 354. Theseexample customer networks 302 a-302 b may be defended by a networksecurity system that includes a deception center 308 and sensors 310,which may also be referred to as deception sensors, and may also includean off-site security services provider 306.

A cloud services provider is a company that offers some component ofcloud computer—such as Infrastructure as a Service (IaaS), Software as aService (SaaS) or Platform as Service (PaaS)—to other businesses andindividuals. A cloud services provider may have a configurable pool ofcomputing resources, including, for example, networks, servers, storage,applications, and services. These computing resources can be availableon demand, and can be rapidly provisioned. While a cloud servicesprovider's resources may be shared between the cloud service provider'scustomers, from the perspective of each customer, the individualcustomer may appear to have a private network within the cloud,including for example having dedicated subnets and IP addresses.

In the examples illustrated in FIGS. 3A-3B, the customer networks' 302a-302 b network is partially in a site network 304, and partiallyprovided by the cloud services provider 354. In some cases, the sitenetwork 304 is the part of the customer networks 302 a-302 b that islocated at a physical site owned or controlled by the customer network302 a-302 b. For example, the site network 304 may be a network locatedin the customer network's 302 a-302 b office or campus. Alternatively oradditionally, the site network 304 may include network equipment ownedand/or operated by the customer network 302 a-302 b that may be locatedanywhere. For example, the customer networks' 302 a-302 b operations mayconsist of a few laptops owned by the customer networks 302 a-302 b,which are used from the private homes of the lap tops' users, from aco-working space, from a coffee shop, or from some other mobilelocation.

In various implementations, sensors 310 may be installed in the sitenetwork 304. The sensors 310 can be used by the network security systemto project deceptions into the site network 304, monitor the sitenetwork 304 for attacks, and/or to divert suspect attacks into thedeception center 308.

In some implementations, the sensors 310 may also be able to projectdeceptions into the part of the customer networks 302 a-302 b networkthat is provided by the cloud services provider 354. In most cases, itmay not be possible to install sensors 310 inside the network of thecloud services provider 354, but in some implementations, this may notbe necessary. For example, as discussed further below, the deceptioncenter 308 can acquire the subnet address of the network provided by thecloud services provider 354, and use that subnet address the createdeceptions. Though these deceptions are projected form the sensors 310installed in the site network 304, the deceptions may appear to bewithin the subnet provided by the cloud services provider 354.

In illustrated examples, the deception center 308 is installed insidethe customer networks 302 a-302 b. Though not illustrated here, thedeception center 308 can also be installed outside the customer networks302 a-302 b, such as for example somewhere on the Internet 350. In someimplementations, the deception center 308 may reside at the samelocation as the security service provider 306. When located outside thecustomer networks 302 a-302 b, the deception center 308 may connect tothe sensors 310 in the site network 304 over various public and/orprivate networks.

FIG. 3A illustrates an example of a configuration 300 a where thecustomer network's 302 a network infrastructure is located in the cloudand the customer network 302 a also has a substantial site network 304.In this example, the customer may have an office where the site network304 is located, and where the customer's employees access and use thecustomer network 302 a. For example, developers, sales and marketingpersonnel, human resources and finance employees, may access thecustomer network 302 a from the site network 304. In the illustratedexample, the customer may obtain applications and services from thecloud services provider 354. Alternatively or additionally, the cloudservices provider 354 may provide data center services for the customer.For example, the cloud services provider 354 may host the customer'srepository of data (e.g., music provided by a streaming music service,or video provided by a streaming video provider). In this example, thecustomer's own customers may be provided data directly from the cloudservices provider 354, rather than from the customer network 302 a.

FIG. 3B illustrates and example of a configuration 300 b where thecustomer network's 302 b network is primarily or sometimes entirely inthe cloud. In this example, the customer network's 302 b site network304 may include a few laptops, or one or two desktop servers. Thesecomputing devices may be used by the customer's employees to conduct thecustomer's business, while the cloud services provider 354 provides themajority of the network infrastructure needed by the customer. Forexample, a very small company may have no office space and no dedicatedlocation, and have as computing resources only the laptops used by itsemployees. This small company may use the cloud services provider 354 toprovide its fixed network infrastructure. The small company may accessthis network infrastructure by connecting a laptop to any availablenetwork connection (e.g, in a co-working space, library, or coffeeshop). When no laptops are connected to the cloud services provider 354,the customer network 302 b may be existing entirely within the cloud.

In the example provided above, the site network 304 can be foundwherever the customer's employees connect to a network and can accessthe cloud services provider 354. Similarly, the sensors 310 can beco-located with the employees' laptops. For example, whenever anemployee connects to a network, she can enable a sensor 310, which canthen project deceptions into the network around her. Alternatively oradditionally, sensors 310 can be installed in a fixed location (such asthe home of an employee of the customer) from which they can access thecloud services provider 354 and project deceptions into the networkprovided by the cloud services provider 354.

The network security system, such as the deception-based systemdiscussed above, can provide network security for a variety of customernetworks, which may include a diverse array of devices. FIG. 4illustrates an example of an enterprise network 400, which is one suchnetwork that can be defended by a network security system. The exampleenterprise network 400 illustrates examples of various network devicesand network clients that may be included in an enterprise network. Theenterprise network 400 may include more or fewer network devices and/ornetwork clients, and/or may include network devices, additional networksincluding remote sites 452, and/or systems not illustrated here.Enterprise networks may include networks installed at a large site, suchas a corporate office, a university campus, a hospital, a governmentoffice, or a similar entity. An enterprise network may include multiplephysical sites. Access to an enterprise networks is typicallyrestricted, and may require authorized users to enter a password orotherwise authenticate before using the network. A network such asillustrated by the example enterprise network 400 may also be found atsmall sites, such as in a small business.

The enterprise network 400 may be connected to an external network 450.The external network 450 may be a public network, such as the Internet.A public network is a network that has been made accessible to anydevice that can connect to it. A public network may have unrestrictedaccess, meaning that, for example, no password or other authenticationis required to connect to it. The external network 450 may includethird-party telecommunication lines, such as phone lines, broadcastcoaxial cable, fiber optic cables, satellite communications, cellularcommunications, and the like. The external network 450 may include anynumber of intermediate network devices, such as switches, routers,gateways, servers, and/or controllers that are not directly part of theenterprise network 400 but that facilitate communication between thenetwork 400 and other network-connected entities, such as a remote site452.

Remote sites 452 are networks and/or individual computers that aregenerally located outside the enterprise network 400, and which may beconnected to the enterprise network 400 through intermediate networks,but that function as if within the enterprise network 400 and connecteddirectly to it. For example, an employee may connect to the enterprisenetwork 400 while at home, using various secure protocols, and/or byconnecting to a Virtual Private Network (VPN) provided by the enterprisenetwork 400. While the employee's computer is connected, the employee'shome is a remote site 452. Alternatively or additionally, the enterprisenetwork's 400 owner may have a satellite office with a small internalnetwork. This satellite office's network may have a fixed connection tothe enterprise network 400 over various intermediate networks. Thissatellite office can also be considered a remote site.

The enterprise network 400 may be connected to the external network 450using a gateway device 404. The gateway device 404 may include afirewall or similar system for preventing unauthorized access whileallowing authorized access to the enterprise network 400. Examples ofgateway devices include routers, modems (e.g. cable, fiber optic,dial-up, etc.), and the like.

The gateway device 404 may be connected to a switch 406 a. The switch406 a provides connectivity between various devices in the enterprisenetwork 400. In this example, the switch 406 a connects together thegateway device 404, various servers 408, 412, 414, 416, 418, an anotherswitch 406 b. A switch typically has multiple ports, and functions todirect packets received on one port to another port. In someimplementations, the gateway device 404 and the switch 406 a may becombined into a single device.

Various servers may be connected to the switch 406 a. For example, aprint server 408 may be connected to the switch 406 a. The print server408 may provide network access to a number of printers 410. Clientdevices connected to the enterprise network 400 may be able to accessone of the printers 410 through the printer server 408.

Other examples of servers connected to the switch 406 a include a fileserver 412, database server 414, and email server 416. The file server412 may provide storage for and access to data. This data may beaccessible to client devices connected to the enterprise network 400.The database server 414 may store one or more databases, and provideservices for accessing the databases. The email server 416 may host anemail program or service, and may also store email for users on theenterprise network 400.

As yet another example, a server rack 418 may be connected to the switch406 a. The server rack 418 may house one or more rack-mounted servers.The server rack 418 may have one connection to the switch 406 a, or mayhave multiple connections to the switch 406 a. The servers in the serverrack 418 may have various purposes, including providing computingresources, file storage, database storage and access, and email, amongothers.

An additional switch 406 b may also be connected to the first switch 406a. The additional switch 406 b may be provided to expand the capacity ofthe network. A switch typically has a limited number of ports (e.g., 8,16, 32, 64 or more ports). In most cases, however, a switch can directtraffic to and from another switch, so that by connecting the additionalswitch 406 b to the first switch 406 a, the number of available portscan be expanded.

In this example, a server 420 is connected to the additional switch 406b. The server 420 may manage network access for a number of networkdevices or client devices. For example, the server 420 may providenetwork authentication, arbitration, prioritization, load balancing, andother management services as needed to manage multiple network devicesaccessing the enterprise network 400. The server 420 may be connected toa hub 422. The hub 422 may include multiple ports, each of which mayprovide a wired connection for a network or client device. A hub istypically a simpler device than a switch, and may be used whenconnecting a small number of network devices together. In some cases, aswitch can be substituted for the hub 422. In this example, the hub 422connects desktop computers 424 and laptop computers 426 to theenterprise network 400. In this example, each of the desktop computers424 and laptop computers 426 are connected to the hub 422 using aphysical cable.

In this example, the additional switch 406 b is also connected to awireless access point 428. The wireless access point 428 provideswireless access to the enterprise network 400 for wireless-enablednetwork or client devices. Examples of wireless-enabled network andclient devices include laptops 430, tablet computers 432, and smartphones 434, among others. In some implementations, the wireless accesspoint 428 may also provide switching and/or routing functionality.

The example enterprise network 400 of FIG. 4 is defended from networkthreats by a network threat detection and analysis system, which usesdeception security mechanisms to attract and divert attacks on thenetwork. The deceptive security mechanisms may be controlled by andinserted into the enterprise network 400 using a deception center 498and sensors 490, which may also be referred to as deception sensors,installed in various places in the enterprise network 400. In someimplementations, the deception center 498 and the sensors 490 interactwith a security services provider 496 located outside of the enterprisenetwork 400. The deception center 498 may also obtain or exchange datawith sources located on external networks 450, such as the Internet.

In various implementations, the sensors 490 are a minimal combination ofhardware and/or software, sufficient to form a network connection withthe enterprise network 400 and a network tunnel 480 with the deceptioncenter 498. For example, a sensor 490 may be constructed using alow-power processor, a network interface, and a simple operating system.In some implementations, any of the devices in the enterprise network(e.g., the servers 408, 412, 416, 418 the printers 410, the computingdevices 424, 426, 430, 432, 434, or the network infrastructure devices404, 406 a, 406 b, 428) can be configured to act as a sensor.

In various implementations, one or more sensors 490 can be installedanywhere in the enterprise network 400, include being attached switches406 a, hubs 422, wireless access points 428, and so on. The sensors 490can further be configured to be part of one or more VLANs. The sensors490 provide the deception center 498 with visibility into the enterprisenetwork 400, such as for example being able to operate as a node in theenterprise network 400, and/or being able to present or projectdeceptive security mechanisms into the enterprise network 400.Additionally, in various implementations, the sensors 490 may provide aportal through which a suspected attack on the enterprise network 400can be redirected to the deception center 498.

The deception center 498 provides network security for the enterprisenetwork 400 by deploying security mechanisms into the enterprise network400, monitoring the enterprise network 400 through the securitymechanisms, detecting and redirecting apparent threats, and analyzingnetwork activity resulting from the apparent threat. To provide securityfor the enterprise network 400, in various implementations the deceptioncenter 498 may communicate with sensors 490 installed in the enterprisenetwork 400, using, for example, network tunnels 480. The tunnels 480may allow the deception center 498 to be located in a differentsub-network (“subnet”) than the enterprise network 400, on a differentnetwork, or remote from the enterprise network 400, with intermediatenetworks between the deception center 498 and the enterprise network400. In some implementations, the enterprise network 400 can includemore than one deception center 498. In some implementations, thedeception center may be located off-site, such as in an external network450.

In some implementations, the security services provider 496 may act as acentral hub for providing security to multiple site networks, possiblyincluding site networks controlled by different organizations. Forexample, the security services provider 496 may communicate withmultiple deception centers 498 that each provide security for adifferent enterprise network 400 for the same organization. As anotherexample, the security services provider 496 may coordinate theactivities of the deception center 498 and the sensors 490, such asenabling the deception center 498 and the sensors 490 to connect to eachother. In some implementations, the security services provider 496 islocated outside the enterprise network 400. In some implementations, thesecurity services provider 496 is controlled by a different entity thanthe entity that controls the site network. For example, the securityservices provider 496 may be an outside vendor. In some implementations,the security services provider 496 is controlled by the same entity asthat controls the enterprise network 400. In some implementations, thenetwork security system does not include a security services provider496.

FIG. 4 illustrates one example of what can be considered a “traditional”network, that is, a network that is based on the interconnection ofcomputers. In various implementations, a network security system, suchas the deception-based system discussed above, can also be used todefend “non-traditional” networks that include devices other thantraditional computers, such as for example mechanical, electrical, orelectromechanical devices, sensors, actuators, and control systems. Such“non-traditional” networks may be referred to as the Internet of Things(IoT). The Internet of Things encompasses newly-developed, every-daydevices designed to be networked (e.g., drones, self-drivingautomobiles, etc.) as well as common and long-established machinery thathas augmented to be connected to a network (e.g., home appliances,traffic signals, etc.).

FIG. 5 illustrates a general example of an IoT network 500. The exampleIoT network 500 can be implemented wherever sensors, actuators, andcontrol systems can be found. For example, the example IoT network 500can be implemented for buildings, roads and bridges, agriculture,transportation and logistics, utilities, air traffic control, factories,and private homes, among others. In various implementations, the IoTnetwork 500 includes cloud service 554 that collects data from varioussensors 510 a-510 d, 512 a-512 d, located in various locations. Usingthe collected data, the cloud service 554 can provide services 520,control of machinery and equipment 514, exchange of data withtraditional network devices 516, and/or exchange of data with userdevices 518. In some implementations, the cloud service 554 can workwith a deception center 598 and/or a security service provider 596 toprovide security for the network 500.

A cloud service, such as the illustrated cloud service 554, is aresource provided over the Internet 550. Sometimes synonymous with“cloud computing,” the resource provided by the cloud services is in the“cloud” in that the resource is provided by hardware and/or software atsome location remote from the place where the resource is used. Often,the hardware and software of the cloud service is distributed acrossmultiple physical locations. Generally, the resource provided by thecloud service is not directly associated with specific hardware orsoftware resources, such that use of the resource can continue when thehardware or software is changed. The resource provided by the cloudservice can often also be shared between multiple users of the cloudservice, without affecting each user's use. The resource can often alsobe provided as needed or on-demand. Often, the resource provided by thecloud service 554 is automated, or otherwise capable of operating withlittle or no assistance from human operators.

Examples of cloud services include software as a service (SaaS),infrastructure as a service (IaaS), platform as a service (PaaS),desktop as a service (DaaS), managed software as a service (MSaaS),mobile backend as a service (MBaaS), and information technologymanagement as a service (ITMaas). Specific examples of cloud servicesinclude data centers, such as those operated by Amazon Web Services andGoogle Web Services, among others, that provide general networking andsoftware services. Other examples of cloud services include thoseassociated with smartphone applications, or “apps,” such as for exampleapps that track fitness and health, apps that allow a user to remotelymanage her home security system or thermostat, and networked gamingapps, among others. In each of these examples, the company that providesthe app may also provide cloud-based storage of application data,cloud-based software and computing resources, and/or networkingservices. In some cases, the company manages the cloud services providedby the company, including managing physical hardware resources. In othercases, the company leases networking time from a data center provider.

In some cases, the cloud service 554 is part of one integrated system,run by one entity. For example, the cloud service 554 can be part of atraffic control system. In this example, sensors 510 a-510 d, 512 a-512d can be used to monitor traffic and road conditions. In this example,the cloud service 554 can attempt to optimize the flow of traffic andalso provide traffic safety. For example, the sensors 510 a-510 d, 512a-512 d can include a sensor 512 a on a bridge that monitors iceformation. When the sensor 512 a detects that ice has formed on thebridge, the sensor 512 a can alert the cloud service 554. The cloudservice 554, can respond by interacting with machinery and equipment 514that manages traffic in the area of the bridge. For example, the cloudservice 554 can turn on warning signs, indicating to drivers that thebridge is icy. Generally, the interaction between the sensor 512 a, thecloud service 554, and the machinery and equipment 514 is automated,requiring little or no management by human operators.

In various implementations, the cloud service 554 collects or receivesdata from sensors 510 a-510 d, 512 a-512 d, distributed across one ormore networks. The sensors 510 a-510 d, 512 a-512 d include devicescapable of “sensing” information, such as air or water temperature, airpressure, weight, motion, humidity, fluid levels, noise levels, and soon. The sensors 510 a-510 d, 512 a-512 d can alternatively oradditionally include devices capable of receiving input, such ascameras, microphones, touch pads, keyboards, key pads, and so on. Insome cases, a group of sensors 510 a-510 d may be common to one customernetwork 502. For example, the sensors 510 a-510 d may be motion sensors,traffic cameras, temperature sensors, and other sensors for monitoringtraffic in a city's metro area. In this example, the sensors 510 a-510 dcan be located in one area of the city, or be distribute across thecity, and be connected to a common network. In these cases, the sensors510 a-510 d can communicate with a gateway device 562, such as a networkgateway. The gateway device 562 can further communicate with the cloudservice 554.

In some cases, in addition to receiving data from sensors 510 a-510 d inone customer network 502, the cloud service 554 can also receive datafrom sensors 512 a-512 d in other sites 504 a-504 c. These other sites504 a-504 c can be part of the same customer network 502 or can beunrelated to the customer network 502. For example, the other sites 504a-504 c can each be the metro area of a different city, and the sensors512 a-512 d can be monitoring traffic for each individual city.

Generally, communication between the cloud service 554 and the sensors510 a-510 d, 512 a-512 d is bidirectional. For example, the sensors 510a-510 d, 512 a-512 d can send information to the cloud service 554. Thecloud service 554 can further provide configuration and controlinformation to the sensors 510 a-510 d, 512 a-512 d. For example, thecloud service 554 can enable or disable a sensor 510 a-510 d, 512 a-512d or modify the operation of a sensor 510 a-510 d, 512 a-512 d, such aschanging the format of the data provided by a sensor 510 a-510 d, 512a-512 d or upgrading the firmware of a sensor 510 a-510 d, 512 a-512 d.

In various implementations, the cloud service 554 can operate on thedata received from the sensors 510 a-510 d, 512 a-512 d, and use thisdata to interact with services 520 provided by the cloud service 554, orto interact with machinery and equipment 514, network devices 516,and/or user devices 518 available to the cloud service 554. Services 520can include software-based services, such as cloud-based applications,website services, or data management services. Services 520 canalternatively or additionally include media, such as streaming video ormusic or other entertainment services. Services 520 can also includedelivery and/or coordination of physical assets, such as for examplepackage delivery, direction of vehicles for passenger pick-up anddrop-off, or automate re-ordering and re-stocking of supplies. Invarious implementations, services 520 may be delivered to and used bythe machinery and equipment 514, the network devices 516, and/or theuser devices 518.

In various implementations, the machinery and equipment 514 can includephysical systems that can be controlled by the cloud service 554.Examples of machinery and equipment 514 include factory equipment,trains, electrical street cars, self-driving cars, traffic lights, gateand door locks, and so on. In various implementations, the cloud service554 can provide configuration and control of the machinery and equipment514 in an automated fashion.

The network devices 516 can include traditional networking equipment,such as server computers, data storage devices, routers, switches,gateways, and so on. In various implementations, the cloud service 554can provide control and management of the network devices 516, such asfor example automated upgrading of software, security monitoring, orasset tracking. Alternatively or additionally, in variousimplementations the cloud service 554 can exchange data with the networkdevices 516, such as for example providing websites, providing stocktrading data, or providing online shopping resources, among others.Alternatively or additionally, the network devices 516 can includecomputing systems used by the cloud service provider to manage the cloudservice 554.

The user devices 518 can include individual personal computers, smartphones, tablet devices, smart watches, fitness trackers, medicaldevices, and so on that can be associated with an individual user. Thecloud service 554 can exchange data with the user devices 518, such asfor example provide support for applications installed on the userdevices 518, providing websites, providing streaming media, providingdirectional navigation services, and so on. Alternatively oradditionally, the cloud service 554 may enable a user to use a userdevice 518 to access and/or view other devices, such as the sensors 510a-510 d, 512 a-512 d, the machinery and equipment 514, or the networkdevices 516.

In various implementations, the services 520, machinery and equipment514, network devices 516, and user devices 518 may be part of onecustomer network 506. In some cases, this customer network 506 is thesame as the customer network 502 that includes the sensors 510 a-510 d.In some cases, the services 520, machinery and equipment 514, networkdevices 516, and user devices 518 are part of the same network, and mayinstead be part of various other networks 506.

In various implementations, customer networks can include a deceptioncenter 598. The deception center 598 provides network security for theIoT network 500 by deploying security mechanisms into the IoT network500, monitoring the IoT network 500 through the security mechanisms,detecting and redirecting apparent threats, and analyzing networkactivity resulting from the apparent threat. To provide security for theIoT network 500, in various implementations the deception center 598 maycommunicate with the sensors 510 a-5106 d, 512 a-512 d installed in theIoT network 500, for example through the cloud service 554. In someimplementations, the IoT network 500 can include more than one deceptioncenter 598. For example, each of customer network 502 and customernetworks or other networks 506 can include a deception center 598.

In some implementations, the deception center 598 and the sensors 510a-510 d, 512 a-512 d interact with a security services provider 596. Insome implementations, the security services provider 596 may act as acentral hub for providing security to multiple site networks, possiblyincluding site networks controlled by different organizations. Forexample, the security services provider 596 may communicate withmultiple deception centers 598 that each provide security for adifferent IoT network 500 for the same organization. As another example,the security services provider 596 may coordinate the activities of thedeception center 598 and the sensors 510 a-510 d, 512 a-512 d, such asenabling the deception center 598 and the sensors 510 a-510 d, 512 a-512d to connect to each other. In some implementations, the securityservices provider 596 is integrated into the cloud service 554. In someimplementations, the security services provider 596 is controlled by adifferent entity than the entity that controls the site network. Forexample, the security services provider 596 may be an outside vendor. Insome implementations, the security services provider 596 is controlledby the same entity as that controls the IoT network 500. In someimplementations, the network security system does not include a securityservices provider 596.

IoT networks can also include small networks of non-traditional devices.FIG. 6 illustrates an example of a customer network that is a smallnetwork 600, here implemented in a private home. A network for a home isan example of small network that may have both traditional andnon-traditional network devices connected to the network 600, in keepingwith an Internet of Things approach. Home networks are also an exampleof networks that are often implemented with minimal security. Theaverage homeowner is not likely to be a sophisticated network securityexpert, and may rely on his modem or router to provide at least somebasic security. The homeowner, however, is likely able to at least setup a basic home network. A deception-based network security device maybe as simple to set up as a home router or base station, yet providesophisticated security for the network 600.

The example network 600 of FIG. 6 may be a single network, or mayinclude multiple sub-networks. These sub-networks may or may notcommunicate with each other. For example, the network 600 may include asub-network that uses the electrical wiring in the house as acommunication channel. Devices configured to communicate in this way mayconnect to the network using electrical outlets, which also provide thedevices with power. The sub-network may include a central controllerdevice, which may coordinate the activities of devices connected to theelectrical network, including turning devices on and off at particulartimes. One example of a protocol that uses the electrical wiring as acommunication network is X10.

The network 600 may also include wireless and wired networks, built intothe home or added to the home solely for providing a communicationmedium for devices in the house. Examples of wireless, radio-basednetworks include networks using protocols such as Z-Wave™, Zigbee™ (alsoknown as Institute of Electrical and Electronics Engineers (IEEE)802.15.4), Bluetooth™, and Wi-Fi (also known as IEEE 802.11), amongothers. Wireless networks can be set up by installing a wireless basestation in the house. Alternatively or additionally, a wireless networkcan be established by having at least two devices in the house that areable to communicate with each other using the same protocol.

Examples of wired networks include Ethernet (also known as IEEE 802.3),token ring (also known as IEEE 802.5), Fiber Distributed Data Interface(FDDI), and Attached Resource Computer Network (ARCNET), among others. Awired network can be added to the house by running cabling through thewalls, ceilings, and/or floors, and placing jacks in various rooms thatdevices can connect to with additional cables. The wired network can beextended using routers, switches, and/or hubs. In many cases, wirednetworks may be interconnected with wireless networks, with theinterconnected networks operating as one seamless network. For example,an Ethernet network may include a wireless base station that provides aWi-Fi signal for devices in the house.

As noted above, a small network 600 implemented in a home is one thatmay include both traditional network devices and non-traditional,everyday electronics and appliances that have also been connected to thenetwork 600. Examples of rooms where one may find non-traditionaldevices connected to the network are the kitchen and laundry rooms. Forexample, in the kitchen a refrigerator 604, oven 606, microwave 608, anddishwasher 610 may be connected to the network 600, and in the laundryroom a washing machine 612 may be connected to the network 600. Byattaching these appliances to the network 600, the homeowner can monitorthe activity of each device (e.g., whether the dishes are clean, thecurrent state of a turkey in the oven, or the washing machine cycle) orchange the operation of each device without needing to be in the sameroom or even be at home. The appliances can also be configured toresupply themselves. For example, the refrigerator 604 may detect that acertain product is running low, and may place an order with a grocerydelivery service for the product to be restocked.

The network 600 may also include environmental appliances, such as athermostat 602 and a water heater 614. By having these devices connectedto the network 600, the homeowner can monitor the current environment ofthe house (e.g., the air temperature or the hot water temperature), andadjust the settings of these appliances while at home or away.Furthermore, software on the network 600 or on the Internet 650 maytrack energy usage for the heating and cooling units and the waterheater 614. This software may also track energy usage for the otherdevices, such as the kitchen and laundry room appliances. The energyusage of each appliance may be available to the homeowner over thenetwork 600.

In the living room, various home electronics may be on the network 600.These electronics may have once been fully analog or may have beenstandalone devices, but now include a network connection for exchangingdata with other devices in the network 600 or with the Internet 650. Thehome electronics in this example include a television 618, a gamingsystem 620, and a media device 622 (e.g., a video and/or audio player).Each of these devices may play media hosted, for example, on networkattached storage 636 located elsewhere in the network 600, or mediahosted on the Internet 650.

The network 600 may also include home safety and security devices, suchas a smoke detector 616, an electronic door lock 624, and a homesecurity system 626. Having these devices on the network may allow thehomeowner to track the information monitored and/or sensed by thesedevices, both when the homeowner is at home and away from the house. Forexample, the homeowner may be able to view a video feed from a securitycamera 628. When the safety and security devices detect a problem, theymay also inform the homeowner. For example, the smoke detector 616 maysend an alert to the homeowner's smartphone when it detects smoke, orthe electronic door lock 624 may alert the homeowner when there has beena forced entry. Furthermore, the homeowner may be able to remotelycontrol these devices. For example, the homeowner may be able toremotely open the electronic door lock 624 for a family member who hasbeen locked out. The safety and security devices may also use theirconnection to the network to call the fire department or police ifnecessary.

Another non-traditional device that may be found in the network 600 isthe family car 630. The car 630 is one of many devices, such as laptopcomputers 638, tablet computers 646, and smartphones 642, that connectto the network 600 when at home, and when not at home, may be able toconnect to the network 600 over the Internet 650. Connecting to thenetwork 600 over the Internet 650 may provide the homeowner with remoteaccess to his network. The network 600 may be able to provideinformation to the car 630 and receive information from the car 630while the car is away. For example, the network 600 may be able to trackthe location of the car 630 while the car 630 is away.

In the home office and elsewhere around the house, this example network600 includes some traditional devices connected to the network 600. Forexample, the home office may include a desktop computer 632 and networkattached storage 636. Elsewhere around the house, this example includesa laptop computer 638 and handheld devices such as a tablet computer 646and a smartphone 642. In this example, a person 640 is also connected tothe network 600. The person 640 may be connected to the network 600wirelessly through personal devices worn by the person 640, such as asmart watch, fitness tracker, or heart rate monitor. The person 640 mayalternatively or additionally be connected to the network 600 through anetwork-enabled medical device, such as a pacemaker, heart monitor, ordrug delivery system, which may be worn or implanted.

The desktop computer 632, laptop computer 638, tablet computer 646,and/or smartphone 642 may provide an interface that allows the homeownerto monitor and control the various devices connected to the network.Some of these devices, such as the laptop computer 638, the tabletcomputer 646, and the smartphone 642 may also leave the house, andprovide remote access to the network 600 over the Internet 650. In manycases, however, each device on the network may have its own software formonitoring and controlling only that one device. For example, thethermostat 602 may use one application while the media device 622 usesanother, and the wireless network provides yet another. Furthermore, itmay be the case that the various sub-networks in the house do notcommunicate with each other, and/or are viewed and controlled usingsoftware that is unique to each sub-network. In many cases, thehomeowner may not have one unified and easily understood view of hisentire home network 600.

The small network 600 in this example may also include networkinfrastructure devices, such as a router or switch (not shown) and awireless base station 634. The wireless base station 634 may provide awireless network for the house. The router or switch may provide a wirednetwork for the house. The wireless base station 634 may be connected tothe router or switch to provide a wireless network that is an extensionof the wired network. The router or switch may be connected to a gatewaydevice 648 that connects the network 600 to other networks, includingthe Internet 650. In some cases, a router or switch may be integratedinto the gateway device 648. The gateway device 648 is a cable modem,digital subscriber line (DSL) modem, optical modem, analog modem, orsome other device that connects the network 600 to an Internet ServicesProvider (ISP). The ISP may provide access to the Internet 650.Typically, a home network only has one gateway device 648. In somecases, the network 600 may not be connected to any networks outside ofthe house. In these cases, information about the network 600 and controlof devices in the network 600 may not be available when the homeowner isnot connected to the network 600; that is, the homeowner may not haveaccess to his network 600 over the Internet 650.

Typically, the gateway device 648 includes a hardware and/or softwarefirewall. A firewall monitors incoming and outgoing network traffic and,by applying security rules to the network traffic, attempts to keepharmful network traffic out of the network 600. In many cases, afirewall is the only security system protecting the network 600. While afirewall may work for some types of intrusion attempts originatingoutside the network 600, the firewall may not block all intrusionmechanisms, particularly intrusions mechanisms hidden in legitimatenetwork traffic. Furthermore, while a firewall may block intrusionsoriginating on the Internet 650, the firewall may not detect intrusionsoriginating from within the network 600. For example, an infiltrator mayget into the network 600 by connecting to signal from the Wi-Fi basestation 634. Alternatively, the infiltrator may connect to the network600 by physically connecting, for example, to the washing machine 612.The washing machine 612 may have a port that a service technician canconnect to service the machine. Alternatively or additionally, thewashing machine 612 may have a simple Universal Serial Bus (USB) port.Once an intruder has gained access to the washing machine 612, theintruder may have access to the rest of the network 600.

To provide more security for the network 600, a deception-based networksecurity device 660 can be added to the network 600. In someimplementations, the security device 660 is a standalone device that canbe added to the network 600 by connecting it to a router or switch. Insome implementations, the security device 660 can alternatively oradditionally be connected to the network's 600 wireless sub-network bypowering on the security device 660 and providing it with Wi-Ficredentials. The security device 660 may have a touchscreen, or a screenand a keypad, for inputting Wi-Fi credentials. Alternatively oradditionally, the homeowner may be able to enter network informationinto the security device by logging into the security device 660 over aBluetooth™ or Wi-Fi signal using software on a smartphone, tablet, orlaptop, or using a web browser. In some implementations, the securitydevice 660 can be connected to a sub-network running over the home'selectrical wiring by connecting the security device 660 to a poweroutlet. In some implementations, the security device 660 may have ports,interfaces, and/or radio antennas for connecting to the varioussub-networks that can be included in the network 600. This may beuseful, for example, when the sub-networks do not communicate with eachother, or do not communicate with each other seamlessly. Once powered onand connected, the security device 660 may self-configure and monitorthe security of each sub-network in the network 600 that it is connectedto.

In some implementations, the security device 660 may be configured toconnect between the gateway device 648 and the network's 600 primaryrouter, and/or between the gateway device 648 and the gateway device's648 connection to the wall. Connected in one or both of these locations,the security device 660 may be able to control the network's 600connection with outside networks. For example, the security device candisconnect the network 600 from the Internet 650.

In some implementations, the security device 660, instead of beingimplemented as a standalone device, may be integrated into one or moreof the appliances, home electronics, or computing devices (in thisexample network 600), or in some other device not illustrated here. Forexample, the security device 660—or the functionality of the securitydevice 660—may be incorporated into the gateway device 648 or a desktopcomputer 632 or a laptop computer 638. As another example, the securitydevice 660 can be integrated into a kitchen appliance (e.g., therefrigerator 604 or microwave 608), a home media device (e.g., thetelevision 618 or gaming system 620), or the home security system 626.In some implementations, the security device 660 may be a printedcircuit board that can be added to another device without requiringsignificant changes to the other device. In some implementations, thesecurity device 660 may be implemented using an Application SpecificIntegrated Circuit (ASIC) or Field Programmable Gate Array (FPGA) thatcan be added to the electronics of a device. In some implementations,the security device 660 may be implemented as a software module ormodules that can run concurrently with the operating system or firmwareof a networked device. In some implementations, the security device 660may have a physical or virtual security barrier that prevents access toit by the device that it is integrated into. In some implementations,the security device's 660 presence in another device may be hidden fromthe device into which the security device 660 is integrated.

In various implementations, the security device 660 may scan the network600 to determine which devices are present in the network 600.Alternatively or additionally, the security device 660 may communicatewith a central controller in the network 600 (or multiple centralcontrollers, when there are sub-networks, each with their own centralcontroller) to learn which devices are connected to the network 600. Insome implementations, the security device 660 may undergo a learningperiod, during which the security device 660 learns the normal activityof the network 600, such as what time of day appliances and electronicsare used, what they are used for, and/or what data is transferred to andfrom these devices. During the learning period, the security device 660may alert the homeowner to any unusual or suspicious activity. Thehomeowner may indicate that this activity is acceptable, or may indicatethat the activity is an intrusion. As described below, the securitydevice 660 may subsequently take preventive action against theintrusion.

Once the security device 660 has learned the topology and/or activity ofthe network 600, the security device 660 may be able to providedeception-based security for the network 600. In some implementations,the security device 660 may deploy security mechanisms that areconfigured to emulate devices that could be found in the network 600. Insome implementations, the security device 660 may monitor activity onthe network 600, including watching the data sent between the variousdevices on the network 600, and between the devices and the Internet650. The security device 660 may be looking for activity that isunusual, unexpected, or readily identifiable as suspect. Upon detectingsuspicious activity in the network 600, the security device 660 maydeploy deceptive security mechanisms.

In some implementations, the deceptive security mechanisms are softwareprocesses running on the security device 660 that emulate devices thatmay be found in the network 600. In some implementations, the securitydevice 660 may be assisted in emulating the security devices by anotherdevice on the network 600, such as the desktop computer 632. From theperspective of devices connected to the network 600, the securitymechanisms appear just like any other device on the network, including,for example, having an Internet Protocol (IP) address, a Media AccessControl (MAC) address, and/or some other identification information,having an identifiable device type, and responding to or transmittingdata just as would the device being emulated. The security mechanismsmay be emulated by the security device 660 itself; thus, while, from thepoint of view of the network 600, the network 600 appears to haveadditional devices, no physical equivalent (other than the securitydevice 660) can be found in the house.

The devices and data emulated by a security mechanism are selected suchthat the security mechanism is an attractive target for intrusionattempts. Thus, the security mechanism may emulate valuable data, and/ordevices that are easily hacked into, and/or devices that provide easyaccess to the reset of the network 600. Furthermore, the securitymechanisms emulate devices that are likely to be found in the network600, such as a second television, a second thermostat, or another laptopcomputer. In some implementations, the security device 660 may contact aservice on the Internet 650 for assistance in selecting devices toemulate and/or for how to configure emulated devices. The securitydevices 660 may select and configure security mechanisms to beattractive to intrusions attempts, and to deflect attention away frommore valuable or vulnerable network assets. Additionally, the securitymechanisms can assist in confirming that an intrusion into the network600 has actually taken place.

In some implementations, the security device 660 may deploy deceptivesecurity mechanisms in advance of detecting any suspicious activity. Forexample, having scanned the network, the security device 660 maydetermine that the network 600 includes only one television 618 and onesmoke detector 616. The security device 660 may therefore choose todeploy security mechanisms that emulate a second television and a secondsmoke detector. With security mechanisms preemptively added to thenetwork, when there is an intrusion attempt, the intruder may target thesecurity mechanisms instead of valuable or vulnerable network devices.The security mechanisms thus may serve as decoys and may deflect anintruder away from the network's 600 real devices.

In some implementations, the security mechanisms deployed by thesecurity device 660 may take into account specific requirements of thenetwork 600 and/or the type of devices that can be emulated. Forexample, in some cases, the network 600 (or a sub-network) may assignidentifiers to each device connected to the network 600, and/or eachdevice may be required to adopt a unique identifier. In these cases, thesecurity device 660 may assign an identifier to deployed securitymechanisms that do not interfere with identifiers used by actual devicesin the network 600. As another example, in some cases, devices on thenetwork 600 may register themselves with a central controller and/orwith a central service on the Internet 650. For example, the thermostat602 may register with a service on the Internet 650 that monitors energyuse for the home. In these cases, the security mechanisms that emulatethese types of devices may also register with the central controller orthe central service. Doing so may improve the apparent authenticity ofthe security mechanism, and may avoid conflicts with the centralcontroller or central service. Alternatively or additionally, thesecurity device 660 may determine to deploy security mechanisms thatemulate other devices, and avoid registering with the central controlleror central service.

In some implementations, the security device 660 may dynamically adjustthe security mechanisms that it has deployed. For example, when thehomeowner adds devices to the network 600, the security device 660 mayremove security mechanisms that conflict with the new devices, or changea security mechanism so that the security mechanism's configuration isnot incongruous with the new devices (e.g., the security mechanismsshould not have the same MAC address as a new device). As anotherexample, when the network owner removes a device from the network 600,the security device 660 may add a security mechanism that mimics thedevice that was removed. As another example, the security device maychange the activity of a security mechanism, for example, to reflectchanges in the normal activity of the home, changes in the weather, thetime of year, the occurrence of special events, and so on.

The security device 660 may also dynamically adjust the securitymechanisms it has deployed in response to suspicious activity it hasdetected on the network 600. For example, upon detecting suspiciousactivity, the security device 660 may change the behavior of a securitymechanism or may deploy additional security mechanisms. The changes tothe security mechanisms may be directed by the suspicious activity,meaning that if, for example, the suspicious activity appears to beprobing for a wireless base station 634, the security device 660 maydeploy a decoy wireless base station.

Changes to the security mechanisms are meant not only to attract apossible intrusion, but also to confirm that an intrusion has, in factoccurred. Since the security mechanisms are not part of the normaloperation of the network 600, normal occupants of the home are notexpected to access the security mechanisms. Thus, in most cases, anyaccess of a security mechanism is suspect. Once the security device 660has detected an access to a security mechanism, the security device 660may next attempt to confirm that an intrusion into the network 600 hastaken place. An intrusion can be confirmed, for example, by monitoringactivity at the security mechanism. For example, login attempts, probingof data emulated by the security mechanism, copying of data from thesecurity mechanism, and attempts to log into another part of the network600 from the security mechanism indicate a high likelihood that anintrusion has occurred.

Once the security device 660 is able to confirm an intrusion into thenetwork 600, the security device 660 may alert the homeowner. Forexample, the security device 660 may sound an audible alarm, send anemail or text message to the homeowner or some other designated persons,and/or send an alert to an application running on a smartphone ortablet. As another example, the security device 660 may access othernetwork devices and, for example, flash lights, trigger the securitysystem's 626 alarm, and/or display messages on devices that includedisplay screens, such as the television 618 or refrigerator 604. In someimplementations, depending on the nature of the intrusion, the securitydevice 660 may alert authorities such as the police or fire department.

In some implementations, the security device 660 may also takepreventive actions. For example, when an intrusion appears to haveoriginated outside the network 600, the security device 660 may blockthe network's 600 access to the Internet 650, thus possibly cutting offthe intrusion. As another example, when the intrusion appears to haveoriginated from within the network 600, the security device 660 mayisolate any apparently compromised devices, for example by disconnectingthem from the network 600. When only its own security mechanisms arecompromised, the security device 660 may isolate itself from the rest ofthe network 600. As another example, when the security device 660 isable to determine that the intrusion very likely included physicalintrusion into the house, the security device 660 may alert theauthorities. The security device 660 may further lock down the house by,for example, locking any electronic door locks 624.

In some implementations, the security device 660 may be able to enable ahomeowner to monitor the network 600 when a suspicious activity has beendetected, or at any other time. For example, the homeowner may beprovided with a software application that can be installed on asmartphone, tablet, desktop, and/or laptop computer. The softwareapplication may receive information from the security device 660 over awired or wireless connection. Alternatively or additionally, thehomeowner may be able to access information about his network through aweb browser, where the security device 660 formats webpages fordisplaying the information. Alternatively or additionally, the securitydevice 660 may itself have a touchscreen or a screen and key pad thatprovide information about the network 600 to the homeowner.

The information provided to the homeowner may include, for example, alist and/or graphic display of the devices connected to the network 600.The information may further provide a real-time status of each device,such as whether the device is on or off, the current activity of thedevice, data being transferred to or from the device, and/or the currentuser of the device, among other things. The list or graphic display mayupdate as devices connect and disconnect from the network 600, such asfor example laptops and smartphones connecting to or disconnecting froma wireless sub-network in the network 600. The security device 660 mayfurther alert the homeowner when a device has unexpectedly beendisconnected from the network 600. The security device 660 may furtheralert the homeowner when an unknown device connects to the network 600,such as for example when a device that is not known to the homeownerconnects to the Wi-Fi signal.

The security device 660 may also maintain historic information. Forexample, the security device 660 may provide snapshots of the network600 taken once a day, once a week, or once a month. The security device660 may further provide a list of devices that have, for example,connected to the wireless signal in the last hour or day, at what times,and for how long. The security device 660 may also be able to provideidentification information for these devices, such as MAC addresses orusernames. As another example, the security device 660 may also maintainusage statistics for each device in the network 600, such as for examplethe times at which each device was in use, what the device was used for,how much energy the device used, and so on.

The software application or web browser or display interface thatprovides the homeowner with information about his network 600 may alsoenable the homeowner to make changes to the network 600 or to devices inthe network 600. For example, through the security device 660, thehomeowner may be able to turn devices on or off, change theconfiguration of a device, change a password for a device or for thenetwork, and so on.

In some implementations, the security device 660 may also displaycurrently deployed security mechanisms and their configuration. In someimplementations, the security device 660 may also display activity seenat the security mechanisms, such as for example a suspicious access to asecurity mechanism. In some implementations, the security device 660 mayalso allow the homeowner to customize the security mechanisms. Forexample, the homeowner may be able to add or remove security mechanisms,modify data emulated by the security mechanisms, modify theconfiguration of security mechanism, and/or modify the activity of asecurity mechanism.

A deception-based network security device 660 thus can providesophisticated security for a small network. The security device 660 maybe simple to add to a network, yet provide comprehensive protectionagainst both external and internal intrusions. Moreover, the securitydevice 660 may be able to monitor multiple sub-networks that are eachusing different protocols. The security device 660, using deceptivesecurity mechanisms, may be able to detect and confirm intrusions intothe network 600. The security device 660 may be able to take preventiveactions when an intrusion occurs. The security device 660 may also beable to provide the homeowner with information about his network, andpossibly also control over devices in the network.

FIG. 7 illustrates another example of a small network 700, hereimplemented in a small business. A network in a small business may haveboth traditional and non-traditional devices connected to the network700. Small business networks are also examples of networks that areoften implemented with minimal security. A small business owner may nothave the financial or technical resources, time, or expertise toconfigure a sophisticated security infrastructure for her network 700.The business owner, however, is likely able to at least set up a network700 for the operation of the business. A deception-based networksecurity device that is at least as simple to set up as the network 700itself may provide inexpensive and simple yet sophisticated security forthe network 700.

The example network 700 may be one, single network, or may includemultiple sub-networks. For example, the network 700 may include a wiredsub-network, such as an Ethernet network, and a wireless sub-network,such as an 802.11 Wi-Fi network. The wired sub-network may beimplemented using cables that have been run through the walls and/orceilings to the various rooms in the business. The cables may beconnected to jacks in the walls that devices can connect to in order toconnect to the network 700. The wireless network may be implementedusing a wireless base station 720, or several wireless base stations,which provide a wireless signal throughout the business. The network 700may include other wireless sub-networks, such as a short-distanceBluetooth™ network. In some cases, the sub-networks communicate with oneanother. For example, the Wi-Fi sub-network may be connected to thewired Ethernet sub-network. In some cases, the various sub-networks inthe network 700 may not be configured to or able to communicate witheach other.

As noted above, the small business network 700 may include bothcomputers, network infrastructure devices, and other devices nottraditionally found in a network. The network 700 may also includeelectronics, machinery, and systems that have been connected to thenetwork 700 according to an Internet-of-Things approach. Workshopmachinery that was once purely analog may now have computer controls.Digital workshop equipment may be network-enabled. By connecting shopequipment and machinery to the network 700, automation and efficiency ofthe business can be improved and orders, materials, and inventory can betracked. Having more devices on the network 700, however, may increasethe number of vulnerabilities in the network 700. Devices that have onlyrecently become network-enabled may be particularly vulnerable becausetheir security systems have not yet been hardened through use andattack. A deception-based network security device may providesimple-to-install and sophisticated security for a network that mayotherwise have only minimal security.

The example small business of FIG. 7 includes a front office. In thefront office, the network may include devices for administrative tasks.These devices may include, for example, a laptop computer 722 and atelephone 708. These devices may be attached to the network 700 in orderto, for example, access records related to the business, which may bestored on a server 732 located elsewhere in the building. In the frontoffice, security devices for the building may also be found, including,for example, security system controls 724 and an electronic door lock726. Having the security devices on the network 700 may enable thebusiness owner to remotely control access to the building. The businessowner may also be able to remotely monitor the security of building,such as for example being able to view video streams from securitycameras 742. The front office may also be where environmental controls,such as a thermostat 702, are located. Having the thermostat 702 on thenetwork 700 may allow the business owner to remotely control thetemperature settings. A network-enabled thermostat 702 may also trackenergy usage for the heating and cooling systems. The front office mayalso include safety devices, such as a network-connected smoke alarm728. A network-connected smoke alarm may be able to inform the businessowner that there is a problem in the building be connecting to thebusiness owner's smartphone or computer.

Another workspace in this example small business is a workshop. In theworkshop, the network 700 may include production equipment for producingthe goods sold by the business. The production equipment may include,for example, manufacturing machines 704 (e.g. a milling machine, aComputer Numerical Control (CNC) machine, a 3D printer, or some othermachine tool) and a plotter 706. The production equipment may becontrolled by a computer on the network 700, and/or may receive productdesigns over the network 700 and independently execute the designs. Inthe workshop, one may also find other devices related to themanufacturing of products, such as radiofrequency identification (RFID)scanners, barcode or Quick Response (QR) code generators, and otherdevices for tracking inventory, as well as electronic tools, hand tools,and so on.

In the workshop and elsewhere in the building, mobile computing devicesand people 738 may also be connected to the network 700. Mobilecomputing devices include, for example, tablet computers 734 andsmartphones 736. These devices may be used to control productionequipment, track supplies and inventory, receive and track orders,and/or for other operations of the business. People 738 may be connectedto the network through network-connected devices worn or implanted inthe people 738, such as for example smart watches, fitness trackers,heart rate monitors, drug delivery systems, pacemakers, and so on.

At a loading dock, the example small business may have a delivery van748 and a company car 746. When these vehicles are away from thebusiness, they may be connected to the network 700 remotely, for exampleover the Internet 750. By being able to communicate with the network700, the vehicles may be able to receive information such as productdelivery information (e.g., orders, addresses, and/or delivery times),supply pickup instructions, and so on. The business owner may also beable to track the location of these vehicles from the business location,or over the Internet 750 when away from the business, and/or track whois using the vehicles.

The business may also have a back office. In the back office, thenetwork 700 may include traditional network devices, such as computers730, a multi-function printer 716, a scanner 718, and a server 732. Inthis example, the computers 730 may be used to design products formanufacturing in the workshop, as well as for management of thebusiness, including tracking orders, supplies, inventory, and/or humanresources records. The multi-function printer 716 and scanner 718 maysupport the design work and the running of the business. The server 732may store product designs, orders, supply records, and inventoryrecords, as well as administrative data, such as accounting and humanresources data.

The back office may also be where a gateway device 770 is located. Thegateway device 770 connects the small business to other networks,including the Internet 750. Typically, the gateway device 770 connectsto an ISP, and the ISP provides access to the Internet 750. In somecases, a router may be integrated into the gateway device 770. In somecases, gateway device 770 may be connected to an external router,switch, or hub, not illustrated here. In some cases, the network 700 isnot connected to any networks outside of the business's own network 700.In these cases, the network 700 may not have a gateway device 770.

The back office is also where the network 700 may have a deception-basednetwork security device 760. The security device 760 may be a standalonedevice that may be enabled as soon as it is connected to the network700. Alternatively or additionally, the security device 760 may beintegrated into another device connected to the network 700, such as thegateway device 770, a router, a desktop computer 730, a laptop computer722, the multi-function printer 716, or the thermostat 702, amongothers. When integrated into another device, the security device 760 mayuse the network connection of the other device, or may have its ownnetwork connection for connecting to the network 700. The securitydevice 760 may connect to the network 700 using a wired connection or awireless connection.

Once connected to the network 700, the security device 760 may beginmonitoring the network 700 for suspect activity. In someimplementations, the security device 760 may scan the network 700 tolearn which devices are connected to the network 700. In some cases, thesecurity device 760 may learn the normal activity of the network 700,such as what time the various devices are used, for how long, by whom,for what purpose, and what data is transferred to and from each device,among other things.

In some implementations, having learned the configuration and/oractivity of the network 700, the security device 760 may deploydeceptive security mechanisms. These security mechanisms may emulatedevices that may be found on the network 700, including having anidentifiable device type and/or network identifiers (such as a MACaddress and/or IP address), and being able to send and receive networktraffic that a device of a certain time would send and receive. Forexample, for the example small business, the security device 760 mayconfigure a security mechanism to emulate a 3D printer, a wide-bodyscanner, or an additional security camera. The security device 760 mayfurther avoid configuring a security mechanism to emulate a device thatis not likely to be found in the small business, such as a washingmachine. The security device 760 may use the deployed securitymechanisms to monitor activity on the network 700.

In various implementations, when the security device 760 detects suspectactivity, the security device 760 may deploy additional securitymechanisms. These additional security mechanisms may be selected basedon the nature of suspect activity. For example, when the suspectactivity appears to be attempting to break into the shop equipment, thesecurity device 760 may deploy a security mechanism that looks like shopequipment that is easy to hack. In some implementations, the securitydevice 760 may deploy security mechanisms only after detecting suspectactivity on the network 700.

The security device 760 selects devices to emulate that are particularlyattractive for an infiltration, either because the emulated deviceappears to have valuable data or because the emulated device appears tobe easy to infiltrate, or for some other reason. In someimplementations, the security device 760 connects to a service on theInternet 750 for assistance in determining which devices to emulateand/or how to configure the emulated device. Once deployed, the securitymechanisms serve as decoys to attract the attention of a possibleinfiltrator away from valuable network assets. In some implementations,the security device 760 emulates the security mechanisms using softwareprocesses. In some implementations, the security device 760 may beassisted in emulating security mechanisms by a computer 730 on thenetwork.

In some implementations, the security device 760 may deploy securitymechanisms prior to detecting suspicious activity on the network 700. Inthese implementations, the security mechanisms may present moreattractive targets for a possible, future infiltration, so that if aninfiltration occurs, the infiltrator will go after the securitymechanisms instead of the actual devices on the network 700.

In various implementations, the security device 760 may also change thesecurity mechanisms that it has deployed. For example, the securitydevice 760 may add or remove security mechanisms as the operation of thebusiness changes, as the activity on the network 700 changes, as devicesare added or removed from the network 700, as the time of year changes,and so on.

Besides deflecting a possible network infiltration away from valuable orvulnerable network devices, the security device 760 may use the securitymechanisms to confirm that the network 700 has been infiltrated. Becausethe security mechanisms are not part of actual devices in use by thebusiness, any access to them over the network is suspect. Thus, once thesecurity device 760 detects an access to one of its security mechanisms,the security device 760 may attempt to confirm that this access is, infact, an unauthorized infiltration of the network 700.

To confirm that a security mechanism has been infiltrated, the securitydevice 760 may monitor activity seen at the security mechanism. Thesecurity device 760 may further deploy additional security mechanisms,to see if, for example, it can present an even more attractive target tothe possible infiltrator. The security device 760 may further look forcertain activity, such as log in attempts to other devices in thenetwork, attempts to examine data on the security mechanism, attempts tomove data from the security mechanism to the Internet 750, scanning ofthe network 700, password breaking attempts, and so on.

Once the security device 760 has confirmed that the network 700 has beeninfiltrated, the security device 760 may alert the business owner. Forexample, the security device 760 may sound an audible alarm, email orsend text messages to the computers 730 and/or handheld devices 734,736, send a message to the business's cars 746, 748, flash lights, ortrigger the security system's 724 alarm. In some implementations, thesecurity device 760 may also take preventive measures. For example, thesecurity device 760 may disconnect the network 700 from the Internet750, may disconnect specific devices from the network 700 (e.g., theserver 732 or the manufacturing machines 704), may turn somenetwork-connected devices off, and/or may lock the building.

In various implementations, the security device 760 may allow thebusiness owner to monitor her network 700, either when an infiltrationis taking place or at any other time. For example, the security device760 may provide a display of the devices currently connected to thenetwork 700, including flagging any devices connected to the wirelessnetwork that do not appear to be part of the business. The securitydevice 760 may further display what each device is currently doing, whois using them, how much energy each device is presently using, and/orhow much network bandwidth each device is using. The security device 760may also be able to store this information and provide historicconfiguration and/or usage of the network 700.

The security device 760 may have a display it can use to showinformation to the business owner. Alternatively or additionally, thesecurity device 760 may provide this information to a softwareapplication that can run on a desktop or laptop computer, a tablet, or asmartphone. Alternatively or additionally, the security device 760 mayformat this information for display through a web browser. The businessowner may further be able to control devices on the network 700 throughan interface provided by the security device 760, including, forexample, turning devices on or off, adjusting settings on devices,configuring user accounts, and so on. The business owner may also beable to view any security mechanisms presently deployed, and may be ableto re-configure the security mechanisms, turn them off, or turn them on.

IoT networks can also include industrial control systems. Industrialcontrol system is a general term that encompasses several types ofcontrol systems, including supervisory control and data acquisition(SCADA) systems, distributed control systems (DCS) and other controlsystem configurations, such as Programmable Logic Controllers (PLCs),often found in the industrial sectors and infrastructures. Industrialcontrol systems are often found in industries such as electrical, waterand wastewater, oil and natural gas, chemical, transportation,pharmaceutical, pulp and paper, food and beverage, and discretemanufacturing (e.g., automotive, aerospace, and durable goods). While alarge percentage of industrial control systems may be privately ownedand operated, federal agencies also operate many industrial processes,such as air traffic control systems and materials handling (e.g., PostalService mail handling).

FIG. 8 illustrates an example of the basic operation of an industrialcontrol system 800. Generally, an industrial control system 800 mayinclude a control loop 802, a human-machine interface 806, and remotediagnostics and maintenance 808. In some implementations, the exampleindustrial control system can be defended by a network threat detectionand analysis system, which can include a deception center 898 and asecurity services provider 896.

A control loop 802 may consist of sensors 812, controller 804 hardwaresuch as PLCs, actuators 810, and the communication of variables 832,834. The sensors 812 may be used for measuring variables in the system,while the actuators 810 may include, for example, control valvesbreakers, switches, and motors. Some of the sensors 812 may bedeceptions sensors. Controlled variables 834 may be transmitted to thecontroller 804 from the sensors 812. The controller 804 may interpretthe controlled variables 834 and generates corresponding manipulatedvariables 832, based on set points provided by controller interaction830. The controller 804 may then transmit the manipulated variables 832to the actuators 810. The actuators 810 may drive a controlled process814 (e.g., a machine on an assembly line). The controlled process 814may accept process inputs 822 (e.g., raw materials) and produce processoutputs 824 (e.g., finished products). New information 820 provided tothe controlled process 814 may result in new sensor 812 signals, whichidentify the state of the controlled process 814 and which may alsotransmitted to the controller 804.

In some implementations, at least some of the sensors 812 can alsoprovide the deception center 898 with visibility into the industrialcontrol system 800, such as for example being able to present or projectdeceptive security mechanisms into the industrial control system.Additionally, in various implementations, the sensors 812 may provide aportal through which a suspected attack on the industrial control systemcan be redirected to the deception center 898. The deception center 898and the sensors 812 may be able to communicate using network tunnels880.

The deception center 898 provides network security for the industrialcontrol system 800 by deploying security mechanisms into the industrialcontrol system 800, monitoring the industrial control system through thesecurity mechanisms, detecting and redirecting apparent threats, andanalyzing network activity resulting from the apparent threat. In someimplementations, the industrial control system 800 can include more thanone deception center 898. In some implementations, the deception centermay be located off-site, such as on the Internet.

In some implementations, the deception center 898 may interact with asecurity services provider 896 located outside the industrial controlsystem 800. The security services provider 896 may act as a central hubfor providing security to multiple sites that are part of the industrialcontrol system 800, and/or for multiple separate, possibly unrelated,industrial control systems. For example, the security services provider896 may communicate with multiple deception centers 898 that eachprovide security for a different industrial control system 800 for thesame organization. As another example, the security services provider896 may coordinate the activities of the deception center 898 and thesensors 812, such as enabling the deception center 898 and the sensors812 to connect to each other. In some implementations, the securityservices provider 896 is located outside the industrial control system800. In some implementations, the security services provider 896 iscontrolled by a different entity than the entity that controls the sitenetwork. For example, the security services provider 896 may be anoutside vendor. In some implementations, the security services provider896 is controlled by the same entity as that controls the industrialcontrol system. In some implementations, the network security systemdoes not include a security services provider 896.

The human-machine interface 806 provides operators and engineers with aninterface for controller interaction 830. Controller interaction 830 mayinclude monitoring and configuring set points and control algorithms,and adjusting and establishing parameters in the controller 804. Thehuman-machine interface 806 typically also receives information from thecontroller 804 that allows the human-machine interface 806 to displayprocess status information and historical information about theoperation of the control loop 802.

The remote diagnostics and maintenance 808 utilities are typically usedto prevent, identify, and recover from abnormal operation or failures.For diagnostics, the remote diagnostics and maintenance utilities 808may monitor the operation of each of the controller 804, sensors 812,and actuators 810. To recover after a problem, the remote diagnosticsand maintenance 808 utilities may provide recovery information andinstructions to one or more of the controller 804, sensors 812, and/oractuators 810.

A typical industrial control system contains many control loops,human-machine interfaces, and remote diagnostics and maintenance tools,built using an array of network protocols on layered networkarchitectures. In some cases, multiple control loops are nested and/orcascading, with the set point for one control loop being based onprocess variables determined by another control loop. Supervisory-levelcontrol loops and lower-level control loops typically operatecontinuously over the duration of a process, with cycle times rangingfrom milliseconds to minutes.

One type of industrial control system that may include many controlloops, human-machine interfaces, and remote diagnostics and maintenancetools is a supervisory control and data acquisition (SCADA) system.SCADA systems are used to control dispersed assets, where centralizeddata acquisition is typically as important as control of the system.SCADA systems are used in distribution systems such as, for example,water distribution and wastewater collection systems, oil and naturalgas pipelines, electrical utility transmission and distribution systems,and rail and other public transportation systems, among others. SCADAsystems typically integrate data acquisition systems with datatransmission systems and human-machine interface software to provide acentralized monitoring and control system for numerous process inputsand outputs. SCADA systems are typically designed to collect fieldinformation, transfer this information to a central computer facility,and to display the information to an operator in a graphic and/ortextual manner. Using this displayed information, the operator may, inreal time, monitor and control an entire system from a central location.In various implementations, control of any individual sub-system,operation, or task can be automatic, or can be performed by manualcommands.

FIG. 9 illustrates an example of a SCADA system 900, here used fordistributed monitoring and control. This example SCADA system 900includes a primary control center 902 and three field sites 930 a-930 c.A backup control center 904 provides redundancy in case of there is amalfunction at the primary control center 902. The primary controlcenter 902 in this example includes a control server 906—which may alsobe called a SCADA server or a Master Terminal Unit (MTU) —and a localarea network (LAN) 918. The primary control center 902 may also includea human-machine interface station 908, a data historian 910, engineeringworkstations 912, and various network equipment such as printers 914,each connected to the LAN 918.

The control server 906 typically acts as the master of the SCADA system900. The control server 906 typically includes supervisory controlsoftware that controls lower-level control devices, such as RemoteTerminal Units (RTUs) and PLCs, located at the field sites 930 a-930 c.The software may tell the system 900 what and when to monitor, whatparameter ranges are acceptable, and/or what response to initiate whenparameters are outside of acceptable values.

The control server 906 of this example may access Remote Terminal Unitsand/or PLCs at the field sites 930 a-930 c using a communicationsinfrastructure, which may include radio-based communication devices,telephone lines, cables, and/or satellites. In the illustrated example,the control server 906 is connected to a modem 916, which providescommunication with serial-based radio communication 920, such as a radioantenna. Using the radio communication 920, the control server 906 cancommunicate with field sites 930 a-930 b using radiofrequency signals922. Some field sites 930 a-930 b may have radio transceivers forcommunicating back to the control server 906.

A human-machine interface station 908 is typically a combination ofhardware and software that allows human operators to monitor the stateof processes in the SCADA system 900. The human-machine interfacestation 908 may further allow operators to modify control settings tochange a control objective, and/or manually override automatic controloperations, such as in the event of an emergency. The human-machineinterface station 908 may also allow a control engineer or operator toconfigure set points or control algorithms and parameters in acontroller, such as a Remote Terminal Unit or a PLC. The human-machineinterface station 908 may also display process status information,historical information, reports, and other information to operators,administrators, mangers, business partners, and other authorized users.The location, platform, and interface of a human-machine interfacestation 908 may vary. For example, the human-machine interface station908 may be a custom, dedicated platform in the primary control center902, a laptop on a wireless LAN, or a browser on a system connected tothe Internet.

The data historian 910 in this example is a database for logging allprocess information within the SCADA system 900. Information stored inthis database can be accessed to support analysis of the system 900, forexample for statistical process control or enterprise level planning.

The backup control center 904 may include all or most of the samecomponents that are found in the primary control center 902. In somecases, the backup control center 904 may temporarily take over forcomponents at the primary control center 902 that have failed or havebeen taken offline for maintenance. In some cases, the backup controlcenter 904 is configured to take over all operations of the primarycontrol center 902, such as when the primary control center 902experiences a complete failure (e.g., is destroyed in a naturaldisaster).

The primary control center 902 may collect and log information gatheredby the field sites 930 a-930 c and display this information using thehuman-machine interface station 908. The primary control center 902 mayalso generate actions based on detected events. The primary controlcenter 902 may, for example, poll field devices at the field sites 930a-930 c for data at defined intervals (e.g., 5 or 60 seconds), and cansend new set points to a field device as required. In addition topolling and issuing high-level commands, the primary control center 902may also watch for priority interrupts coming from the alarm systems atthe field sites 930 a-930 c.

In this example, the primary control center 902 uses point-to-pointconnections to communication with three field sites 930 a-930 c, usingradio telemetry for two communications with two of the field sites 930a-930 b. In this example, the primary control center 902 uses a widearea network (WAN) 960 to communicate with the third field site 930 c.In other implementations, the primary control center 902 may use othercommunication topologies to communicate with field sites. Othercommunication topologies include rings, stars, meshes, trees, lines orseries, and busses or multi-drops, among others. Standard andproprietary communication protocols may be used to transport informationbetween the primary control center 902 and field sites 930 a-930 c.These protocols may use telemetry techniques such as provided bytelephone lines, cables, fiber optics, and/or radiofrequencytransmissions such as broadcast, microwave, and/or satellitecommunications.

The field sites 930 a-930 c in this example perform local control ofactuators and monitor local sensors. For example, a first field site 930a may include a PLC 932. A PLC is a small industrial computer originallydesigned to perform the logic functions formerly executed by electricalhardware (such as relays, switches, and/or mechanical timers andcounters). PLCs have evolved into controllers capable of controllingcomplex processes, and are used extensively in both SCADA systems anddistributed control systems. Other controllers used at the field levelinclude process controllers and Remote Terminal Units, which may providethe same level of control as a PLC but may be designed for specificcontrol applications. In SCADA environments, PLCs are often used asfield devices because they are more economical, versatile, flexible, andconfigurable than special-purpose controllers.

The PLC 932 at a field site, such as the first field site 930 a, maycontrol local actuators 934, 936 and monitor local sensors 938, 940,942. Examples of actuators include valves 934 and pumps 936, amongothers. Examples of sensors include level sensors 938, pressure sensors940, and flow sensors 942, among others. Any of the actuators 934, 936or sensors 938, 940, 942 may be “smart” actuators or sensors, morecommonly called intelligent electronic devices (IEDs). Intelligentelectronic devices may include intelligence for acquiring data,communicating with other devices, and performing local processing andcontrol. An intelligent electronic device could combine an analog inputsensor, analog output, low-level control capabilities, a communicationsystem, and/or program memory in one device. The use of intelligentelectronic devices in SCADA systems and distributed control systems mayallow for automatic control at the local level. Intelligent electronicdevices, such as protective relays, may communicate directly with thecontrol server 906. Alternatively or additionally, a local RemoteTerminal Unit may poll intelligent electronic devices to collect data,which it may then pass to the control server 906.

Field sites 930 a-930 c are often equipped with remote access capabilitythat allows field operators to perform remote diagnostics and repairs.For example, the first remote 930 a may include a modem 916 connected tothe PLC 932. A remote access 950 site may be able to, using a dial upconnection, connect to the modem 916. The remote access 950 site mayinclude its own modem 916 for dialing into to the field site 930 a overa telephone line. At the remote access 950 site, an operator may use acomputer 952 connected to the modem 916 to perform diagnostics andrepairs on the first field site 930 a.

The example SCADA system 900 includes a second field site 930 b, whichmay be provisioned in substantially the same way as the first field site930 a, having at least a modem and a PLC or Remote Terminal thatcontrols and monitors some number of actuators and sensors.

The example SCADA system 900 also includes a third field site 930 c thatincludes a network interface card (NIC) 944 for communicating with thesystem's 900 WAN 960. In this example, the third field site 930 cincludes a Remote Terminal Unit 946 that is responsible for controllinglocal actuators 934, 936 and monitoring local sensors 938, 940, 942. ARemote Terminal Unit, also called a remote telemetry unit, is aspecial-purpose data acquisition and control unit typically designed tosupport SCADA remote stations. Remote Terminal Units may be fielddevices equipped with wireless radio interfaces to support remotesituations where wire-based communications are unavailable. In somecases, PLCs are implemented as Remote Terminal Units.

The SCADA system 900 of this example also includes a regional controlcenter 970 and a corporate enterprise network 990. The regional controlcenter 970 may provide a higher level of supervisory control. Theregional control center 970 may include at least a human-machineinterface station 908 and a control server 906 that may have supervisorycontrol over the control server 906 at the primary control center 902.The corporate enterprise network 990 typically has access, through thesystem's 900 WAN 960, to all the control centers 902, 904 and to thefield sites 930 a-930 c. The corporate enterprise network 990 mayinclude a human-machine interface station 908 so that operators canremotely maintain and troubleshoot operations.

Another type of industrial control system is the distributed controlsystem (DCS). Distributed control systems are typically used to controlproduction systems within the same geographic location for industriessuch as oil refineries, water and wastewater management, electric powergeneration plants, chemical manufacturing plants, and pharmaceuticalprocessing facilities, among others. These systems are usually processcontrol or discrete part control systems. Process control systems may beprocesses that run continuously, such as manufacturing processes forfuel or steam flow in a power plant, for petroleum production in arefinery, or for distillation in a chemical plant. Discrete part controlsystems have processes that have distinct processing steps, typicallywith a distinct start and end to each step, such as found in foodmanufacturing, electrical and mechanical parts assembly, and partsmachining. Discrete-based manufacturing industries typically conduct aseries of steps on a single item to create an end product.

A distributed control system typically uses a centralized supervisorycontrol loop to mediate a group of localized controllers that share theoverall tasks of carrying out an entire production process. Bymodularizing the production system, a distributed control system mayreduce the impact of a single fault on the overall system. A distributedcontrol system is typically interfaced with a corporate network to givebusiness operations a view of the production process.

FIG. 10 illustrates an example of a distributed control system 1000.This example distributed control system 1000 encompasses a productionfacility, including bottom-level production processes at a field level1004, supervisory control systems at a supervisory level 1002, and acorporate or enterprise layer.

At the supervisory level 1002, a control server 1006, operating as asupervisory controller, may communicate with subordinate systems via acontrol network 1018. The control server 1006 may send set points todistributed field controllers, and may request data from the distributedfield controllers. The supervisory level 1002 may include multiplecontrol servers 1006, with one acting as the primary control server andthe rest acting as redundant, back-up control servers. The supervisorylevel 1002 may also include a main human-machine interface 1008 for useby operators and engineers, a data historian 1010 for logging processinformation from the system 1000, and engineering workstations 1012.

At the field level 1004, the system 1000 may include various distributedfield controllers. In the illustrated example, the distributed controlsystem 1000 includes a machine controller 1020, a PLC 1032, a processcontroller 1040, and a single loop controller 1044. The distributedfield controllers may each control local process actuators, based oncontrol server 1006 commands and sensor feedback from local processsensors.

In this example, the machine controller 1020 drives a motion controlnetwork 1026. Using the motion control network 1026, the machinecontroller 1020 may control a number of servo drives 1022, which mayeach drive a motor. The machine controller 1020 may also drive a logiccontrol bus 1028 to communicate with various devices 1024. For example,the machine controller 1020 may use the logic control bus 1028 tocommunicate with pressure sensors, pressure regulators, and/or solenoidvalves, among other devices. One or more of the devices 1024 may be anintelligent electronic device. A human-machine interface 1008 may beattached to the machine controller 1020 to provide an operator withlocal status information about the processes under control of themachine controller 1020, and/or local control of the machine controller1020. A modem 1016 may also be attached to the machine controller 1020to provide remote access to the machine controller 1020.

The PLC 1032 in this example system 1000 uses a fieldbus 1030 tocommunicate with actuators 1034 and sensors 1036 under its control.These actuators 1034 and sensors 1036 may include, for example, directcurrent (DC) servo drives, alternating current (AC) servo drives, lighttowers, photo eyes, and/or proximity sensors, among others. Ahuman-machine interface 1008 may also be attached to the fieldbus 1030to provide operators with local status and control for the PLC 1032. Amodem 1016 may also be attached to the PLC 1032 to provide remote accessto the PLC 1032.

The process controller 1040 in this example system 1000 also uses afieldbus 1030 to communicate with actuators and sensors under itscontrol, one or more of which may be intelligent electronic devices. Theprocess controller 1040 may communicate with its fieldbus 1030 throughan input/output (I/O) server 1042. An I/O server is a control componenttypically responsible for collecting, buffering, and/or providing accessto process information from control sub-components. An I/O server may beused for interfacing with third-party control components. Actuators andsensors under control of the process controller 1040 may include, forexample, pressure regulators, pressure sensors, temperature sensors,servo valves, and/or solenoid valves, among others. The processcontroller 1040 may be connected to a modem 1016 so that a remote access1050 site may access the process controller 1040. The remote access 1050site may include a computer 1052 for use by an operator to monitor andcontrol the process controller 1040. The computer 1052 may be connectedto a local modem 1016 for dialing in to the modem 1016 connected to theprocess controller 1040.

The illustrated example system 1000 also includes a single loopcontroller 1044. In this example, the single loop controller 1044interfaces with actuators 1034 and sensors 1036 with point-to-pointconnections, instead of a fieldbus. Point-to-point connections require adedicated connection for each actuator 1034 and each sensor 1036.Fieldbus networks, in contrast, do not need point-to-point connectionsbetween a controller and individual field sensors and actuators. In someimplementations, a fieldbus allows greater functionality beyond control,including field device diagnostics. A fieldbus can accomplish controlalgorithms within the fieldbus, thereby avoiding signal routing back toa PLC for every control operation. Standard industrial communicationprotocols are often used on control networks and fieldbus networks.

The single loop controller 1044 in this example is also connected to amodem 1016, for remote access to the single loop controller.

In addition to the supervisory level 1002 and field level 1004 controlloops, the distributed control system 1000 may also include intermediatelevels of control. For example, in the case of a distributed controlsystem controlling a discrete part manufacturing facility, there couldbe an intermediate level supervisor for each cell within the plant. Thisintermediate level supervisor could encompass a manufacturing cellcontaining a machine controller that processes a part, and a robotcontroller that handles raw stock and final products. Additionally, thedistributed control system could include several of these cells thatmanage field-level controllers under the main distributed control systemsupervisory control loop.

In various implementations, the distributed control system may include acorporate or enterprise layer, where an enterprise network 1080 mayconnect to the example production facility. The enterprise network 1080may be, for example, located at a corporate office co-located with thefacility, and connected to the control network 1018 in the supervisorylevel 1002. The enterprise network 1080 may provide engineers andmanagers with control and visibility into the facility. The enterprisenetwork 1080 may further include Manufacturing Execution Systems (MES)1092, control systems for managing and monitoring work-in-process on afactory floor. An MES can track manufacturing information in real time,receiving up-to-the-minute data from robots, machine monitors andemployees. The enterprise network 1080 may also include ManagementInformation Systems (MIS) 1094, software and hardware applications thatimplement, for example, decision support systems, resource and peoplemanagement applications, project management, and database retrievalapplications, as well as basic business functions such as order entryand accounting. The enterprise network 1080 may further includeEnterprise Resource Planning (ERP) systems 1096, business processmanagement software that allows an organization to use a system ofintegrated applications to manage the business and automate many backoffice functions related to technology, services, and human resources.

The enterprise network 1080 may further be connected to a WAN 1060.Through the WAN 1060, the enterprise network 1080 may connect to adistributed plant 1098, which may include control loops and supervisoryfunctions similar to the illustrated facility, but which may be at adifferent geographic location. The WAN 1060 may also connect theenterprise network to the outside world 1090, that is, to the Internetand/or various private and public networks. In some cases, the WAN 1060may itself include the Internet, so that the enterprise network 1080accesses the distributed plant 1098 over the Internet.

As described above, SCADA systems and distributed control systems useProgrammable Logic Controllers (PLCs) as the control components of anoverall hierarchical system. PLCs can provide local management ofprocesses through feedback control, as described above. In a SCADAimplementation, a PLC can provide the same functionality as a RemoteTerminal Unit. When used in a distributed control system, PLCs can beimplemented as local controllers within a supervisory scheme. PLCs canhave user-programmable memory for storing instructions, where theinstructions implement specific functions such as I/O control, logic,timing, counting, proportional-integral-derivative (PID) control,communication, arithmetic, and data and file processing.

FIG. 11 illustrates an example of a PLC 1132 implemented in amanufacturing control process 1100. The PLC 1132 in this examplemonitors and controls various devices over fieldbus network 1130. ThePLC 1132 may be connected to a LAN 1118. An engineering workstation 1112may also be connected to the LAN 1118, and may include a programminginterface that provides access to the PLC 1132. A data historian 1110 onthe LAN 1118 may store data produced by the PLC 1132. The PLC 1132 canalso be connected to a model 1116, which enables remote access to thePLC 1132.

The PLC 1132 in this example may control a number of devices attached toits fieldbus network 1130. These devices may include actuators, such asa DC servo drive 1122, an AC drive 1124, a variable frequency drive1134, and/or a light tower 1138. The PLC 1132 may also monitor sensorsconnected to the fieldbus network 1130, such as proximity sensors 1136,and/or a photo eye 1142. A human-machine interface 1108 may also beconnected to the fieldbus network 1130, and may provide local monitoringand control of the PLC 1132.

Most industrial control systems were developed years ago, long beforepublic and private networks, desktop computing, or the Internet were acommon part of business operations. These well-established industrialcontrol systems were designed to meet performance, reliability, safety,and flexibility requirements. In most cases, they were physicallyisolated from outside networks and based on proprietary hardware,software, and communication protocols that included basic errordetection and correction capabilities, but lacked secure communicationcapabilities. While there was concern for reliability, maintainability,and availability when addressing statistical performance and failure,the need for cyber security measures within these systems was notanticipated. At the time, security for industrial control systems meanphysically securing access to the network and the consoles thatcontrolled the systems.

Internet-based technologies have since become part of modern industrialcontrol systems. Widely available, low-cost IP devices have replacedproprietary solutions, which increases the possibility of cyber securityvulnerabilities and incidents. Industrial control systems have adoptedInternet-based solutions to promote corporate connectivity and remoteaccess capabilities, and are being designed and implemented usingindustry standard computers, operating systems (OS) and networkprotocols. As a result, these systems may to resemble computer networks.This integration supports new networking capabilities, but provides lessisolation for industrial control systems from the outside world thanpredecessor systems. Networked industrial control systems may be exposedto similar threats as are seen in computer networks, and an increasedlikelihood that an industrial control system can be compromised.

Industrial control system vendors have begun to open up theirproprietary protocols and publish their protocol specifications toenable third-party manufacturers to build compatible accessories.Organizations are also transitioning from proprietary systems to lessexpensive, standardized technologies such as Microsoft Windows andUnix-like operating systems as well as common networking protocols suchas Transmission Control Protocol/Internet Protocol (TCP/IP) to reducecosts and improve performance. Another standard contributing to thisevolution of open systems is Open Platform Communications (OPC), aprotocol that enables interaction between control systems and PC-basedapplication programs. The transition to using these open protocolstandards provides economic and technical benefits, but also increasesthe susceptibility of industrial control systems to cyber incidents.These standardized protocols and technologies have commonly knownvulnerabilities, which are susceptible to sophisticated and effectiveexploitation tools that are widely available and relatively easy to use.

Industrial control systems and corporate networking systems are ofteninterconnected as a result of several changes in information managementpractices, operational, and business needs. The demand for remote accesshas encouraged many organizations to establish connections to theindustrial control system that enable of industrial control systemsengineers and support personnel to monitor and control the system frompoints outside the control network. Many organizations have also addedconnections between corporate networks and industrial control systemsnetworks to allow the organization's decision makers to obtain access tocritical data about the status of their operational systems and to sendinstructions for the manufacture or distribution of product.

In early implementations this might have been done with customapplications software or via an OPC server/gateway, but, in the past tenyears this has been accomplished with TCP/IP networking and standardizedIP applications like File Transfer Protocol (FTP) or Extensible MarkupLanguage (XML) data exchanges. Often, these connections were implementedwithout a full understanding of the corresponding security risks. Inaddition, corporate networks are often connected to strategic partnernetworks and to the Internet. Control systems also make more use of WANsand the Internet to transmit data to their remote or local stations andindividual devices. This integration of control system networks withpublic and corporate networks increases the accessibility of controlsystem vulnerabilities. These vulnerabilities can expose all levels ofthe industrial control system network architecture to complexity-inducederror, adversaries and a variety of cyber threats, including worms andother malware.

Many industrial control system vendors have delivered systems withdial-up modems that provide remote access to ease the burdens ofmaintenance for the technical field support personnel. Remote access canbe accomplished, for example, using a telephone number, and sometimes anaccess control credential (e.g., valid ID, and/or a password). Remoteaccess may provide support staff with administrative-level access to asystem. Adversaries with war dialers—simple personal computer programsthat dial consecutive phone numbers looking for modems—and passwordcracking software could gain access to systems through these remoteaccess capabilities. Passwords used for remote access are often commonto all implementations of a particular vendor's systems and may have notbeen changed by the end user. These types of connections can leave asystem highly vulnerable because people entering systems throughvendor-installed modems are may be granted high levels of system access.

Organizations often inadvertently leave access links such as dial-upmodems open for remote diagnostics, maintenance, and monitoring. Also,control systems increasingly utilize wireless communications systems,which can be vulnerable. Access links not protected with authenticationand/or encryption have the increased risk of adversaries using theseunsecured connections to access remotely controlled systems. This couldlead to an adversary compromising the integrity of the data in transitas well as the availability of the system, both of which can result inan impact to public and plant safety. Data encryption may be a solution,but may not be the appropriate solution in all cases.

Many of the interconnections between corporate networks and industrialcontrol systems require the integration of systems with differentcommunications standards. The result is often an infrastructure that isengineered to move data successfully between two unique systems. Becauseof the complexity of integrating disparate systems, control engineersoften fail to address the added burden of accounting for security risks.Control engineers may have little training in security and often networksecurity personnel are not involved in security design. As a result,access controls designed to protect control systems from unauthorizedaccess through corporate networks may be minimal. Protocols, such asTCP/IP and others have characteristics that often go unchecked, and thismay counter any security that can be done at the network or theapplication levels.

Public information regarding industrial control system design,maintenance, interconnection, and communication may be readily availableover the Internet to support competition in product choices as well asto enable the use of open standards. Industrial control system vendorsalso sell toolkits to help develop software that implements the variousstandards used in industrial control system environments. There are alsomany former employees, vendors, contractors, and other end users of thesame industrial control system equipment worldwide who have insideknowledge about the operation of control systems and processes.

Information and resources are available to potential adversaries andintruders of all calibers around the world. With the availableinformation, it is quite possible for an individual with very littleknowledge of control systems to gain unauthorized access to a controlsystem with the use of automated attack and data mining tools and afactory-set default password. Many times, these default passwords arenever changed.

IV. Tunneling for Network Deceptions

In various implementations, the systems and methods discussed above canbe used to implement a deception system that uses network tunnels toproject deception mechanisms from a deception farm into a network. Thenetwork can then be monitored and defended by the deception mechanisms.

FIGS. 12A-12D illustrate an example of a network deception system 1200configured to provide deception mechanisms for a site network 1204. Asite network 1204 is a network installed at a customer site, such as abusiness, an office complex, an educational institution, or a privatehome. Some or all of the site network 1204 may be “in the cloud,”meaning that some or all of the site network 1204 is hosted by a cloudservices provider. The example site network 1204 includes variousnetwork infrastructure devices 1274, such as routers, switches, hubs,repeaters, and gateway devices 1262, among others. Gateway devices 1262can provide the site network 1204 access to other networks. The examplesite network 1204 also includes various other network devices 1276a-1276 d, such as servers, desktop computers, laptop computers, netbookcomputers, tablet computers, personal digital assistants, smartphones,smart home assistants, printers, scanners, and/or other network devices,among others. In some cases, the example site network 1204 can alsoinclude other electronic devices that have network interfaces, such astelevisions, gaming consoles, thermostats, refrigerators, and so on.Some of the network devices 1276 a-1276 d may be virtual; for example,some network devices may be virtual machines. In some cases, the sitenetwork 1204 can include wired and/or wireless segments.

In some cases, the site network 1204 can have one or more broadcastdomains. A broadcast domain is a logical division within a network, inwhich all the nodes can reach other nodes in the network using broadcastpackets. As an example, quite often all the network devices connected tothe same repeater or switch are in the same broadcast domain. As afurther example, routers frequently form the boundaries of a broadcastdomain.

In various implementations, the network deception system 1200 canprovide deception mechanisms (also referred to herein as deceptions) forthe broadcast domains in the site network 1204. In the example of FIGS.12A-12D, a deception mechanism can be a network device that is added tothe site network 1204 as a decoy. The deception mechanisms do notparticipate in the ordinary activities of the site network 1204, wherethe ordinary activities include functions for which the site network1204 was set up. For example, when the site network 1204 hosts awebsite, ordinary activities can include transferring data betweenwebservers, responding to external requests for webpages, conductingdatabase searches, and so on. As another example, when the site network1204 is used by a research and development company to develop newsoftware, ordinary activities can include storing data, providing datato network devices 1276 a-1276 b where engineers work, executingcompilation software, and so on.

Ordinary activities of the site network 1204, with some exceptions, donot normally include exchanging network traffic with deceptionmechanisms. Exceptions can include, for example, broadcast and multicastnetwork traffic, and/or accesses for purposes of administrating thedeception mechanisms. Because the deception mechanisms do notparticipate in the ordinary activities of the site network 1204, anynetwork access to a deception mechanism is automatically suspect. Thedeception mechanisms can thus be used to detect suspicious activitywithin the site network 1204, where the suspicious activity may begenerated by a network threat.

To provide deception mechanisms to the site network 1204, in variousimplementations, the network deception system 1200 can include adeception farm 1240. In various implementations, a deception farm caninclude a number of network devices, configured to operate as deceptionmechanisms. Similar to a server farm or a data center, deceptionmechanisms in a deception farm can be allocated to particular sitenetworks and/or specific customers of the deception farm. In the exampleof FIG. 12A, the deception farm 1240 includes a network device,configured as a network emulator 1220. The network emulator 1220 can beconfigured to host an emulated network 1216, which can include a numberof emulated network devices 1218.

In various implementations, the emulated network devices 1218 can mimicnetwork devices that can be found in the site network 1204. For example,when the site network 1204 includes computers running the Windows orLinux operating systems, the emulated network devices 1218 can includeemulated computers running Windows or Linux. In this example, theemulated network devices can further be configured with the specificversions and/or patch levels that are common among the network devices1276 a-1276 d in the site network 1204.

In various implementations, the emulated network devices 1218 can besimple or more complex deceptions, as the need requires. For example,one or more of the emulated network devices 1218 may be super-lowinteraction deceptions (also referred to as address deceptions),low-interaction deceptions, or high-interaction deceptions.Low-interaction and high-interaction can also be referred tocollectively as interactive deceptions.

In various implementations, a super-low interaction deception is adeception mechanism that includes an network address, such as an IPaddress, and can also have a hardware address, such as a MAC address.Super-low-interaction deceptions can respond to simple queries aboutwhether the network address is in use, and thus can establish that anode exists in the site network 1204 at the network address. Multiplesuper-low interaction deceptions can be hosted by an address deceptionengine, and can occupy few processing resources. Super-low interactiondeceptions do not otherwise have dedicated hardware, and are notassociated with an operating system or network services.

A low interaction deception is an emulated system executing a basicinstallation of an operating system. A low-interaction deception canalso be executing some network services. A low-interaction deception canbe initiated when a network interaction with a particular networkaddress becomes more complicated than simple queries about whether anetwork address is in use. A low-interaction deception can respond tonetwork traffic for multiple network addresses, where the responses maybe formatted as appropriate for the operating system executing on thelow-interaction deception. A low-interaction deception can thusrepresent multiple nodes in the site network 1204.

A high-interaction deception is an emulated system configured toresemble a network device that may be found in the site network. Ahigh-interaction deception may have a particular variation of anoperating system installed, may have certain services and portsavailable, and may have a usage history in the form of data and logfiles. A high-interaction deception can be the most convincing typedeception, and can be initiated when a network interaction escalates toa serious probe of a network device.

In various implementations, the deception farm 1240 can be locatedremotely from the site network 1204. “Remotely” can mean that thedeception farm 1240 is in a different network domain, and/or is outsideof the security perimeter of the site network 1204. Stated another way,the deception farm 1240 can connect to the site network 1204 over other,intermediate networks 1250. The intermediate networks 1250 can be publicand/or private and can include, for example, the Internet.

To provide deception mechanisms to the site network 1204, in variousimplementations, the deception farm 1240 can be connected, using anetwork tunnel 1222, to a network device in the site network, where thenetwork device is configured as a projection point 1210. The networkdevice configured as a projection point 1210 can be, for example, adesktop computer, a laptop computer, a server computer, a hand-heldcomputer, or some other computing device that includes an integratedcircuit configured as a processor, memory, and a network interface. Insome implementations, the projection point 1210 can be a networkinfrastructure device, such as a switch. In some implementations, theprojection point 1210 can be a virtual machine. In some implementations,a site network can include multiple projection points, each connected tothe deception farm 1240 by a network tunnel.

In various implementations, the projection point 1210 can serve as anendpoint for a network tunnel 1222. The other end of the network tunnel1222 can terminate at tunneling endpoint 1214 in the deception farm1240. In various implementations, the tunneling endpoint 1214 can be aphysical or a virtual switch. Alternatively or additionally, in someimplementations, the tunneling endpoint 1214 can be hosted by a networkdevice, such as a server or desktop computer. In some implementations, anetwork device that hosts the tunneling endpoint 1214 can be configuredas a tunneling and traffic manager, possibly also as a configurationmanager, as discussed further below. In some implementations, thetunneling endpoint 1214 can provide physical port through which thenetwork emulator 1220 (and other devices hosted by the deception farm1240) can be connected to other networks 1250.

The tunnel 1222 between the deception farm 1240 and the projection point1210 can be configured using various tunneling protocols. Examples oftunneling protocols and network protocols that include tunneling includeInternet Control Message Protocol (ICMP), IP in IP, point-to-pointtunneling protocols (PPTP), Transmission Control Protocol (TCP), andVirtual Extensible Local Area Network (VXLAN), among others. A tunnelingmanaging can configure the tunnel 1222 to be secure, using varioustunneling security protocols. Examples of tunneling security protocolsinclude Generic Routing Encapsulation (GRE), Internet Protocol Security(IPsec), and secure socket layer (SSL), among others.

In various implementations, the deception farm 1240 can obtain networkaddresses in each of the broadcast domains of the site network 1204. Forexample, each broadcast domain may have a server running Domain HostConfiguration Protocol (DHCP). In this example, a configuration managercan request network addresses from a DHCP server, and thereby obtainnetwork addresses for the domain in which the DHCP server is running.The configuration manager can then assign these network addresses toemulated network devices 1218 in the emulated network 1216. By havingnetwork addresses in a domain of the site network 1204, the emulatednetwork devices 1218 can appear indistinguishable from legitimatenetwork devices 1276 a-1276 d in the site network 1204. In otherexamples, network addresses can be manually configured for the deceptionfarm 1240, for example by network administrators of the site network1204 and/or by administrators of the deception farm 1240.

In some implementations, instead of or in addition to a deception farm1240, deceptions can be provided to the site network 1204 usingappliances installed in the site network 1204 itself. For example, alocal network emulator can be installed in the site network 1204. Inthis example, the local network emulator can also connect to aprojection point in the site network 1204, which can be the sameprojection point 1210 that is connected to the deception farm 1240 orcan be a different projection point. The local network emulator canfurther obtain network addresses that are local to the site network1204. The local network emulator can further assign these networkaddresses to emulated network devices executing in the network emulator.

In various implementations, the network tunnel 1222 enables the emulatednetwork devices 1218 to be “projected” into the site network 1204. FIG.12B illustrates an example in which the emulated network 1216 has beenconnected to the site network 1204 using the network tunnel 1222.

A tunnel is a mechanism that can be used to transmit network trafficthat has one network protocol over a network that normally would notsupport the network protocol. Tunneling uses the packet encapsulation,in which a header and sometimes also a trailer is added to a packet. Theoriginal packet becomes the data portion of a new packet. For example, anetwork device 1276 a in the site network 1204 can address a packet toan emulated network device 1218 in the deception farm 1240. Theprojection point 1210, as one endpoint of the tunnel 1222, can add oneor more headers to the packet, where the headers can be formattedaccording to a tunneling protocol. When the encapsulated packet reachesthe tunneling endpoint 1214 in the deception farm 1240, the tunnelingendpoint 1214 can remove the headers added by the projection point 1210,and produce the original packet. The tunneling endpoint 1214 can thenput the original packet on the emulated network 1216, where the originalpacket can be treated in the same way as the packet would be treated inthe site network 1204.

The effect of the network tunnel 1222, in the example of FIG. 12B, canthus be to make the emulated network devices 1218 appear as nodes in thesite network 1204. Network devices projected into a site network 1204will be referred to herein in as projected nodes 1242. As discussedabove, the emulated network devices 1218 can be given network addressesthat are in a broadcast domain of the site network 1204. The projectednodes 1242 can thus appear as network neighbors, in the same broadcastdomain, as the network devices 1276 a-1276 d in the site network 1204.For example, the network devices 1276 a-1276 d may have IP addresses10.10.1.1200, 10.10.1.101, 10.10.1.102, and 10.10.1.103. In thisexample, the emulated network devices can thus be assigned, for example,IP address 10.10.1.1204, 10.10.1.105, 10.10.1.106, and 10.10.1.107. Soconfigured, the emulated network devices 1218 can receive broadcasttraffic sent within the site network 1204.

Being a network neighbor can mean that the projected nodes 1242 can betreated by the site network 1204, and by devices in the site network1204, in the same way as the legitimate network devices 1276 a-1276 d inthe site network 1204. For example, legitimate network device 1276a-1276 d occupies a particular network address, and, similarly, eachemulated network device 1218 also occupies a network address. Thus, inthis example, a host discovery tool running from a first network device1276 a can discover each emulated network device 1218 in the same waythat the discovery tool discovers its neighbor network device 1276 b,without the tool determining any difference between the emulated networkdevice 1218 and the legitimate network device 1276 b. As anotherexample, network packets from the first network device 1276 a can beexchanged with one of the emulated network devices 1218 without seemingto leave the site network 1204. As yet another example, network trafficoriginating outside of the site network 1204 can reach an emulatednetwork device 1218 by being addressed to the site network 1204.

The tunnel 1222 provides a path for network traffic to be exchangedbetween devices in the site network 1204 and emulated devices in theemulated network 1216. The projection point 1210, as the tunnel endpointin the site network 1204, can be configured to receive any networktraffic that is addressed to one of the emulated network devices 1218.This network traffic passes over the tunnel 1222 to emulated network1216 in the deception farm 1240, where the network traffic can bedirected to the appropriate emulated network device 1218. Similarly,network traffic from an emulated network device 1218 can pass over thetunnel back to the site network 1204.

The tunnel 1222 can be transparent, and may not visible to the networkdevices 1276 a-1276 d in the site network. In some implementations, theprojection point 1210 can also hide itself, so that the projectionpoint's function as a tunnel endpoint cannot be readily discovered. Forexample, the projection point 1210 can have a network address within thesite network 1204 that is distinct from any network address assigned tothe emulated network devices 1218. In this example, the projection point1210 may hide its own network address by not responding to any networktraffic that is addressed to projection point's network address.

In various implementations, the emulated network 1216 can also bedynamically reconfigured. FIG. 12C illustrates an example of the networkdeception system 1200, where the emulated network 1216 has beenreconfigured. In various implementations, the emulated network 1216 canbe reconfigured in response to network traffic 1224 received by emulatednetwork 1216 from the site network 1204. For example, network traffic1224 may be received that indicates that one of the network devices 1276c in the site network 1204 is attempting to connect with an emulatednetwork device 1218. The connection attempt may be suspicious, so thenetwork emulator 1220 may “escalate” a deception to respond to theconnection attempt. For example, a low-interaction deception may beswitched to a high-interaction deception.

In various implementations, reconfiguring the emulated network 1216 canalso include adding and/or removing deception mechanisms in response tonetwork traffic 1224 received by the emulated network 1216. For example,a network threat may have connected to one of the emulated networkdevices 1218 from a network device 1276 c in the site network 1204. Thenetwork threat may then attempt to connect from the emulated networkdevice 1218 to a legitimate network device 1276 a in the site network1204. Rather than providing the network threat with access to thelegitimate network device 1276 a over the tunnel 1222, in this example,the network emulator 1220 can add an emulated network device 1286 a thatis configured to resemble the legitimate network device 1276 a that thenetwork threat is attempting to reach. To resemble the legitimatenetwork device 1276 a, the new emulated network device 1286 a can havethe same MAC and IP address as the legitimate network device 1276 a. Thenew emulated network device 1286 a can also have the same operatingsystem or a similar operating system as the legitimate network device1276 a, and be running the same or similar services. By having the newemulated network device 1286 a mimic the legitimate network device 1276a, the network threat can be kept contained within the emulated network1216. The network threat might also not be aware that, by moving to thenew emulated network device 1286 a, the network threat has not left theemulated network 1216. In some cases, the network emulator 1220 may alsoadd emulated network devices 1286 b-1286 c to mimic other networkdevices 1276 b-1276 c in the site network 1204. Thus, no matter whichnetwork device the network threat attempts to move to, threat can becontained to the emulated network.

To assist in containing a network threat in the emulated network 1216,the network emulator 1220 can provide isolation mechanisms between theemulated network 1216 and the site network 1204. For example, thenetwork emulator 1220 can include packet filters. Packet filters canprevent packets to or from the new emulated network devices 1286 a-1286c to go back over the tunnel 1222 to the site network 1204. Packetfilters can also prevent some broadcast network traffic originating inthe emulate network 1216 from going across the tunnel 1222. Packetfilters and other isolation mechanisms can also prevent any problemsthat can be caused by two network devices (e.g., a legitimate networkdevice 1276 a and a corresponding an emulated network device 1286 a thatmimics the legitimate network device 1276 a) appearing to be identical,including having identical MAC and IP addresses. For example, networktraffic can be allowed to flow into the emulated network 1216, but notout.

In various implementations, reconfiguring the emulated network 1216 canalso include adding and/or removing deception mechanism for purposesother than mimicking the network devices 1276 a-1276 d in the sitenetwork 1204. For example, the network emulator 1220 can occasionallyremove and/or add emulated network devices 1218 to simulate networkdevices disconnecting and reconnecting to the site network 1204. Thisbehavior can mimic, for example, a user leaving the office with herlaptop at the end of the day and coming back the next day. As anotherexample, when it appears that an attack on the site network 1204 is inprogress, the network emulator 1220 can add emulated network devices1218 that have open ports or appear to have valuable data, or areotherwise attractive as targets.

As illustrated in the example of FIG. 12D, in some implementations, theprojection point 1210 can also project some simple deceptions. Forexample, the projection point 1210 can be configured with one or moresuper-low interaction deceptions 1212. As discussed above, a super-lowinteraction deception can respond to simple queries, such as ARPrequests and/or other requests that ask whether a network address isoccupied. In this and similar examples, the projection point 1210 canrespond to such requests, and the requests need not be sent over thetunnel 1222 to the deception farm 1240.

As in the above examples, the projection point 1210 can be hidden, suchthat network scanning tools may not readily identify the projectionpoint 1210. For example, the projection point 1210 can avoid respondingto any network traffic broadcast, multicast, or unicast to theprojection point's network address. As another example, the networkaddress of the projection point 1210 can be used as a network address ofone of the super-low interaction deceptions 1212 hosted by theprojection point 1210.

In various implementations, the projection point 1210 can continue toproject emulated network devices 1218 into the site network 1204. Forexample, in addition to accepting network traffic directed to thesuper-low interaction deceptions 1212, the projection point 1210 canalso accept network traffic directed to an emulated network device 1218.In this example, the projection point 1210 can send any network trafficfor an emulated network device 1218 over the tunnel 1222 to thedeception farm 1240.

In various implementations, a deception farm can provide deceptionmechanisms using emulated network devices and/or physical networkdevices. FIG. 13 illustrates an example of a network deception system1300 configured to provide deception mechanisms for a site network 1304.The example site network 1304 includes various network infrastructuredevices 1374, such as routers, switches, hubs, repeaters, and gatewaydevices 1362, among others. Gateway devices 1362 can provide the sitenetwork 1304 access to other networks. The example site network 1304also includes various other network devices 1376 a-1376 d, which may bephysical or virtual devices. In some cases, the site network 1304 caninclude wired and/or wireless segments.

To provide deceptions mechanisms to the site network 1204, in variousimplementations, the network deception system 1300 can include adeception farm 1340. In various implementations, the deception farm 1340can include an emulated network 1316 that can include a number ofemulated network devices 1318. The emulated network devices 1318 can beconfigured to resemble the network devices 1376 a-1376 d in the sitenetwork 1304, including having similar hardware and softwareconfigurations. The emulated network devices 1318 can be, for example,super-low interaction deceptions, low-interaction deceptions, and/orhigh-interaction deceptions. The emulated network 1316 can be hosted byone or more network devices, such as server computers, which are notillustrated here.

In various implementations, the deception farm 1340 can alternatively oradditionally include a physical network 1330, where the physical network1330 includes physical network devices 1332. A physical device, in thisexample, can be a computing device (e.g., a chassis containing a circuitboard and integrated circuit devices such as processors and memory),such as a laptop computer or a handheld device. In some implementations,physical devices 1332 in the physical network 1330 can alternatively oradditionally include home appliances, such as network-enabledrefrigerators, thermostats, televisions, gaming consoles, home securitycontrollers, and so on. In some implementations, the physical devices1332 can alternatively or additionally include machinery and/or factoryequipment, such as Computer Numerical Control (CNC) machines, 3-Dprinters, industrial robots, and so on. In various implementations,physical devices that can be difficult to emulate can be added to thephysical network 1330.

In various implementations, the deception farm 1340 can be locatedremotely from the site network 1304. For example, the deception farm1340 can be in a different network domain, in a different geographicallocation, and/or outside of the security perimeter of the site network1304. In these and other examples, the deception farm 1340 cancommunicate with the site network 1304 over intermediate network 1350.The intermediate networks can be public and/or private, and can include,for example, the Internet.

To provide deception mechanisms to the site network 1304, in variousimplementations, the deception farm 1340 can use a network tunnel 1322to connect to a network device in the site network 1304, where thenetwork device is configured as a projection point 1310. The projectionpoint 1310 can serve as an endpoint of the tunnel 1322. The other end ofthe tunnel 1322 can terminate at a tunneling endpoint 1314 in thedeception farm 1340. The tunneling endpoint 1314 can be hosted by anetwork device in the deception farm 1340. In some implementations, thenetwork device that hosts the tunneling endpoint 1314 can be configuredas a tunneling and traffic manager and/or a configuration manager. Invarious implementations, the projection point 1310 can hide its presencefrom other devices in the site network 1304, for example by hiding thenetwork address used by the projection point 1310.

In various implementations, the physical devices 1332 in the deceptionfarm 1340 can be projected into the site network 1304. As discussedabove, the network tunnel 1322 can provide a conduit for network trafficbetween network devices 1376 a-1376 b in the site network 1304 andemulated network devices 1318 and/or physical devices 1332 in thedeception farm 1340. Services, such as packet encapsulation, provided bya tunneling protocol can enable network traffic to pass over the tunnel1322 transparently, meaning that, from the point of the view of thenetwork devices 1376 a-1376 d in the site network 1304 and devices inthe deception farm 1340, the tunnel does not appear to exist.

In various implementations, particular deceptions in the deception farm1340 can be selected for projection into a site network. For example, inthe example illustrated in FIG. 13, physical devices 1332 have beenselected for projection into the example site network 1304. The physicaldevices 1332 thus appear as projected nodes 1342 in the site network1304. The physical devices 1332 may have been selected because thephysical devices 1332 are representative of the type of devices that canbe found in the site network 1304, because the physical devices 1332 aresimilar to the network devices 1376 a-1376 d in the site network,because the physical devices 1332, when present alongside the networkdevices 1376 a-1376 d, appear as attractive targets for network threats,or for some other reason. In various implementations, it may have beendetermined that emulated network devices 1318 may not have been suitableat the present time, and/or may be useful deceptions at a later time.

In various implementations, a network device configured as aconfiguration manager can determine the appropriate deceptions for thesite network 1304 at any given time. The configuration manager can belocated at the site network 1304, at the deception farm 1340, and/or atanother network location, such as at a security services provider. Insome implementations, the configuration manager can execute on theprojection point 1310.

To assist in making the devices in the deception farm 1340 appear asnodes in the site network 1304, a configuration manager can obtainnetwork addresses that are local to the site network 1304. These networkaddresses can then be assigned, in the example of FIG. 13, to thephysical devices 1332 in the deception farm 1340. With local networkaddresses, the physical network devices 1332 can appear as networkneighbors of the network devices 1376 a-1376 d in the site network 1304.

In various implementations, the network deception system 1300 canalternatively or additionally include physical devices, configured asdeception mechanisms, that are in the site network 1304 itself. Forexample, one or more physical devices, which are designated for use asdecoys, can be connected to available ports in the site network 1304.Because these physical devices are intended for use as deceptions, thesephysical devices would not be used for the ordinary, legitimate uses ofthe site network 1304. In this and similar examples, network traffic tothese local physical devices need not be passed over the tunnel 1322 tothe deception farm 1340.

In various implementations, a projection point in a site network can beconfigured to connect to more than one deception farm. FIG. 14illustrates an example of a deception system 1400 that includes aprojection point 1410 with network tunnels 1422 to multiple deceptionfarms 1440 a-1440 c.

In this example, the projection point 1410 is providing deceptionmechanisms for a particular site network 1404. The example site network1404 includes various network infrastructure devices 1474, such asrouters, switches, hubs, repeaters, and gateway devices 1462, amongothers. Gateway devices 1462 can provide the site network 1404 access toother networks. The example site network 1404 also includes variousother network devices 1476 a-1476 d, which may be physical or virtualdevices. In some cases, the site network 1404 can include wired and/orwireless segments.

The example site network 1404 also includes a network device configuredas a project point 1410. In various implementations, the projectionpoint 1410 can act as an endpoint of one or more network tunnels 1422,where each network tunnel 1422 terminates at a different deception farm1440 a-1440 b. In these implementations, the projection point 1410 canproject deceptions from different deceptions farms 1440 a-1440 b. Forexample, in the example illustrated in FIG. 14, the projection point1410 is projecting one set of deceptions 1432 from a first deceptionfarm 1440 a and a second set of deceptions 1434 from a second deceptionfarm 1440 b. The first set of deceptions 1432 and the second set ofdeceptions 1434 thus appear as projected nodes 1442 in the site network1404. The deception farms 1440 a-1440 c can be in different geographicallocations. Alternatively or additionally, some of the deception farms1440 a-1440 c can be in the same geographical location. In some cases,one or more of the deception farms 1440 a-1440 c can be in the samephysical location as the site network 1404.

The projection point 1410 can connect to more than one deception farm1440 a-1440 b for different purposes. For example, one deception farm1440 a can be a back-up for the second deception farm 1440 b, such that,should the first deception farm 1440 a experience technical problems,the projection point 1410 can switch to the second deception farm 1440 bto obtain deceptions to project. As another example, the projectionpoint 1410 may need more deceptions and the first deception farm 1440 amay be at full utilization, such that additional deceptions may not beavailable from the first deception farm 1440 a. In this example, theprojection point 1410 can obtain additional deceptions from the seconddeception farm 1440 b. As another example, different deception farms mayhost different deceptions. For example, the second deception farm 1440 bmay have physical devices that are not available from the firstdeception farm 1440 a, and it may be determined that the projectionpoint 1410 should project those physical devices. In other example,there may be additional or other reasons for connecting the projectionpoint 1410 to multiple deception farms 1440 a-1440 b.

In various implementations, when the projection point 1410 is enabled inthe site network 1404, a network device configured as a configurationmanager can determine to which deception farms 1440 a-1440 c theprojection point 1410 should be connected. In various implementations,the configuration manager can be located in the site network 1404 and beconfigured to communicate with the deception farms 1440 a-1440 c.Alternatively or additionally, in some implementations, theconfiguration manager can be located at a deception farm 1440 a, and cancoordinate with other deception farms 1440 b-1440 c over intermediatenetworks 1450. Alternatively or additionally, in some implementations,each deception farm 1440 a-1440 c can include a configuration manager,and the various configuration managers can coordinate the activities ofeach deception farm 1440 a-1440 c. Alternatively or additionally, insome implementations, the configuration manager can be located inanother network, such as at a security services provider, and cancoordinate between the projection point 1410 and the deception farms1440 a-1440 c over intermediate networks 1450. In some implementations,a configuration manager can be running on the projection point 1410. Insome cases, the configuration manager can be executing in a deceptioncenter.

In various implementations, the configuration manager can be manuallyconfigured with profiles that describe the hardware and/or softwareconfiguration of the network devices 1476 a-1476 d in the site network1404. Alternatively or additionally, the configuration manager canautomatically and dynamically profile the network devices 1476 a-1476 d.In various implementations, the configuration manager can use theseprofiles to determine suitable deceptions for the site network 1404. Forexample, the configuration manager can select deceptions that arerepresentative of typical devices found in the site network 1404.Alternatively or additionally, the configuration manager can beconfigured with descriptions of the desired deceptions for the sitenetwork 1404.

In various implementations, once deceptions for the site network 1404have been selected, the configuration manager can determine whichdeception farms 1440 a-1440 c have suitable deceptions and/or havecapacity to provide deceptions. For example, in the illustrated example,two of three available deception farms 1440 a-1440 c were selected. Theconfiguration manager can then configure network tunnels 1422 betweenthe projection point 1410 and each selected deception farm 1440 a-1440b.

In various implementations, the configuration manager can continuouslymonitor the deception needs for the site network 1404. For example, whenthe site network 1404 appears to be experiencing a network attack, theconfiguration manager can determine that additional deceptions may beneeded. In this example, the configuration manager may determine toobtain the additional deceptions from a third deception farm 1440 c, andthus configure tunnel 1422 between the projection point 1410 and thethird deception farm 1440 c. Should the deceptions from the thirddeception farm 1440 c no longer be needed, in some cases, theconfiguration manager can remove the tunnel 1422 to the third deceptionfarm 1440 c.

In the example of FIG. 14, in some implementations, the projection point1410 can include context management logic. Context management can enablethe projection point 1410 to manage network traffic between the networkdevices 1476 a-1476 d and the different deception farms 1440 a-1440 c.Specifically, when the projection point 1410 receives network trafficfor a particular deception 1432, the projection point's contextmanagement system can determine that the particular deception 1432 islocated in the first deception farm 1440 a. The projection point 1410can use this information to select the correct tunnel 1422 to send thenetwork traffic through. The context information for each network tunnel1422 can be maintained using, for example, tables, lists, associativearrays, databases, and/or another data structure.

In various implementations, one deception farm can provide deceptions tomultiple projection points in the same site network. FIG. 15 illustratesan example of a deception system 1500 for a site network 1504 thatincudes multiple sub-networks, or subnets 1508 a-1508 c. A subnet is alogical group of devices in a larger network (e.g., the site network1504, in the illustrated example). Nodes in a subnet tend to be locatedin close proximity to one another within a local area network (LAN).Subnets enable a site's network administrators to partition a largenetwork into logical segments, which may be easier to administer,including administration of network security. In many cases, the nodesin a subnet have a same subnet address, as well as an address that isdistinct within the subnet.

In the example of FIG. 15, projection point 1510 a-1510 c has beenconfigured for each subnet 1508 a-1508 c in the site network 1504.Additionally, a tunnel 1522 has been configured between each projectionpoint 1510 and the deception farm 1540. In this example, the deceptionfarm 1540 can provide deceptions for each subnet 1508 a-1510 c.Specifically, the deception farm 1540 can maintain a set of deceptionsfor each subnet 1508 a-1510 c, where, for example, the set of deceptionsfor the first subnet 1508 a have network addresses that are within thefirst subnet 1508 a (e.g., within the domain of the first subnet 1508a). Similarly, a set of deceptions for the second subnet 1508 b can havenetwork addresses that are within the second subnet 1508 b. Similarly, aset of deceptions for the third subnet 1508 c can have network addressesthat are within the third subnet 1508 c. In other examples, more thanone projection point can be installed in any particular subnet 1508a-1508 c, where the additional projection points are also connected tothe deception farm 1540.

The deception farm 1540 can use various techniques to provide deceptionsthat are within different network address domains. For example, thedeception farm 1540 can be configured with multiple subnets. In thisexample, devices within a subnet can be assigned to a particularprojection point 1510 a-1510 c, and devices within a different subnetcan be assigned to a different projection point 1510 a-1510 c.Alternatively or additionally, an entire subnet within the deceptionfarm 1540 can be assigned to one projection point 1510 a-1510 c.

As another example, the deception farm 1540 can include a softwaredefined network (SDN). In software defined network, network devicesand/or network infrastructure can be configured in a software layer,independent from the underlying hardware. Using a software definednetwork, in some implementations, the deception farm 1540 candynamically configure a virtual subnet, without needing to reconfigurenetwork hardware within the deception farm 1540. The virtual subnet canthen be assigned to a particular projection point 1510 a-1510 c, wherethe virtual subnet can provide deceptions for a particular subnet in thesite network 1504.

In some implementations, the deception farm 1540 can include tunnelingand traffic management logic. For example, a network device configuredas an endpoint for the tunnels 1522 can maintain a context for eachtunnel 1522. The context can include for example, which deceptionswithin the deception farm 1540 are associated with a particular tunnel1522, the network addresses for deceptions that are currently beingused, and/or active connections between devices in the site network 1504and deceptions in the deception farm 1540. For traffic management, thenetwork device can additionally or alternatively direct network trafficarriving over a tunnel 1522 to the appropriate deception mechanism. Invarious implementations, the network device can also manage establishingnew tunnels to projection points, commissioning new deceptions for newtunnels, and/or decommissioning active deceptions when a tunnel is shutdown.

FIG. 16 illustrates an example of a network deception system 1600, wheremultiple projection points 1610 a-1610 d have been connected to multipledeception farms 1640 a-1640 c. In this example, a first projection point1610 a has been configured for a first site network 1604 a and a secondprojection point 1610 b has been configured for a second site network1604 b. Additionally, two projection points 1610 c-1610 d have beenconfigured for a third site network 1604 c.

In this example, the first site network 1604 a and the second sitenetwork 1604 b are part of a same customer network 1602. Being part of asame customer network 1602 means that the first 1604 a and second 1604 bsite networks are controlled and/or administered by the same entity. Forexample, both site networks 1604 a-1604 b can be part of the samecorporate VLAN. In some cases, both site network 1604 a-1604 b can bewithin the same broadcast domain. In some cases, each site network 1604a-1604 b can be within a different broadcast domain.

In some cases, the two site networks 1604 a-1604 b can be in physicalproximity, such as being in the same office complex, but may haveseparate security perimeters, and hence are distinct site networks.Alternatively, the two site networks 1604 a-1604 b can be in differentgeographical locations, and may connect to each other over intermediate,public and/or private networks. In some cases, the customer network 1602can include additional site networks, which are not illustrated here.

In the example of FIG. 16, the third site network 1604 c is controlledby a different entity. This may mean, for example, that the third sitenetwork 1604 c is independently administered from the site networks 1604a-1604 c in the customer network 1602, and/or that a free exchange ofdata between the third site network 1604 c and the customer network 1602is not anticipated.

The projection points 1610 a-1610 d in each site network 1604 a-1604 ccan be connected to one or more deception farms 1640 a-1640 c. Forexample, in the illustrated example, some of the projection points 1610a-1610 c are each connected to all three example deception farms 1640a-1640 c. A projection point need not be connected to all availabledeception farms 1640 a-1640 c. For example, one projection point 1610 din the third site network 1604 c is connected to only two deceptionfarms 1640 b-1640 c. As discussed above, a projection point 1610 a-1610d can be connected to deception farms that are hosting suitabledeceptions, that have capacity to provide deceptions, because a sitenetwork's deception needs have increased, and/or for some other reason.

To manage the multi-to-multi connectivity illustrated in FIG. 16, invarious implementations, each projection point 1610 a-1610 d and/or eachdeception farm 1640 a-1640 b can include context management logic. Forexample, the projection points 1610 a-1610 d can maintain a context foreach tunnel 1622, such that the projection point 1610 a-1610 d can trackassociations between projected deceptions and tunnels. For example, thefirst projection point 1610 a can determine that a set of deceptionsbeing projected by the first projection point 1610 a are being hosted bythe second deception farm 1640 b, and that a different set of deceptionsare being hosted by the third deception farm 1640 c. By maintaining acontext, when a deception receives network traffic, the projectionpoints 1610 a-1610 d are able to direct the network traffic over theappropriate tunnel a deception farm 1640 a-1640 c.

In various implementations, the deception farms 1640 a-1640 c can alsomaintain a context. By maintaining a context, the deception farms 1640a-1640 c can direct network traffic between a deception hosted by adeception farm 1640 a-1640 c to an appropriate site network 1604 a-1604c. In the case of the customer network 1602, context management canensure that network traffic does not flow across the tunnels 1622 inunexpected ways. For example, the first 1604 a and second 1604 b sitenetworks may be in the same broadcast domain. In this example, when abroadcast packet originates from a legitimate network device in thefirst site network 1604 a, the broadcast packet should be transmittedacross the tunnels 1622 to any deceptions being projected into the firstsite network 1604 a. In some cases, however, the broadcast packet shouldnot be transmitted from a deception farm 1640 a-1640 c to the secondsite network 1604 b. Network tunnels can act as simple conduits thatenable remote networks to function as one, unified network, wheretraffic flows across the tunnels as if the networks were directlyconnected. Thus, in various implementations, the deception farms 1640a-1640 c and/or projection points 1610 a-1610 d can include filtersand/or similar logic that prevents some packets from being transmittedfrom a site network 1604 a-1604 c to a deception farm 1640 a-1640 cand/or from a deception farm 1640 a-1640 c to a site network 1604 a-1604c.

In the example above, the second site network 1604 b may receive thebroadcast packet by some other route; for example, the first 1604 a andsecond 1604 b site networks may have a separate network tunnel, notillustrate here, where the separate network tunnel is part of thecustomer network's configuration. In this example, broadcast packet canbe transmitted over the tunnels 1622 so that the packet can be receivedby deceptions for the customer network 1602, but the broadcast packetshould not be transmitted back to the customer network 1602, or else thebroadcast packet may appear twice in the second site network 1604 b.Similarly, broadcast traffic originating from a deception in a deceptionfarm 1640 a-1640 c can be transmitted across the tunnels 1622 to thecustomer network 1602, but, in some cases, should not be transmittedfrom the customer network 1602 back to the deception farms 1640 a-1640c.

In various implementations, for the above example and other examples,context management can include tracking the source of a packet, anddetermining whether the source is a legitimate network device or adeception. In some implementations, context management can be aided bysystems that generate traffic for deceptions. For example, a networktraffic generation system can inform the context management system ofany network traffic being generated, where the network traffic isconfigured to appear to come from a deception. In variousimplementations, the projection points 1610 a-1610 d and/or deceptionfarms 1640 a-1640 c can operate cooperatively, using, for example,packet exchanges (which may be encrypted) Alternatively or additionally,a deception center and/or security services provider can managecooperation between the projection points 1610 a-1610 d and/or deceptionfarms 1640 a-1640 c.

In various implementations, a site network can be partially “in thecloud.” FIGS. 17A-17B illustrate an example where a site networkincludes a local segment 1704 and a cloud segment 1706. The localsegment 1704 of the site network can be where the human operators of thesite network may be able to access and/or administer the site network.In this example, the local segment 1704 includes some network devices1726 a-1726 b, such as laptop, desktop, and/or handheld computers. Thelocal segment 1704 can also include network infrastructure devices 1724,such as routers, gateways, and/or wireless access points, that enablethe network devices 1726 a-1726 b to connect to a network. The localsegment 1704 can be connected to the cloud segment 1706 over variousintermediate, private and/or public networks.

The cloud segment 1706 of the site network can be hosted by a cloudservices provider 1754. The cloud services provider 1754 can, forexample, operate a data center, where hardware and/or software resourcescan be dynamically allocated to different customers at the same time orat different times. In the illustrated example, a set of network devices1776 a-1776 c and network infrastructure 1774 have been allocated to thecloud segment 1706 of the site network. The set of network devices 1776a-1776 c can, for example, have more bandwidth, processing capacity,functionality, and/or storage than is available in the local segment1704. The set of network devices 1776 a-1776 c and the networkinfrastructure 1774 can include physical hardware and/or virtualmachines. In some cases, the set of network devices 1776 a-1776 c andthe network infrastructure 1774 can be a software defined network. Inmost cases, the cloud services provider 1754 can include additionalhardware and/or virtual resources that are allocated to other sitenetworks, and which are not illustrated here.

In some cases, the local segment 1704 and the cloud segment 1706 of thesite network can be in a same broadcast domain. In these cases, thenetwork devices 1726 a-1726 b in the local segment 1704 can exchangenetwork traffic with the network devices 1776 a-1776 c in the cloudsegment 1706 as though the local segment 1704 and the cloud segment 1706were directly connected, and not connected by way of intermediatenetworks. In some cases, the cloud services provider 1754 can provide aninterface through which network devices 1726 a-1726 b in the localsegment 1704 communicate with the cloud segment 1706. In these cases,the cloud segment 1706 can be kept isolated from the local segment 1704,for security and/or ease of administration. In these cases, the localsegment 1704 and the cloud segment 1706 may not be in the same broadcastdomain.

In various implementations, a deception farm 1740 can provide deceptionsto monitor and defend the site network from network threats. In variousimplementations, the deception farm 1740 can include an emulated network1716 that can include a number of emulated network devices 1718. Theemulated network devices 1718 can be configured to resemble the networkdevices in either or both of the local segment 1704 and the cloudsegment 1706 of the site network. The emulated network devices 1718 canbe, for example, super-low interaction deceptions, low-interactiondeceptions, and/or high-interaction deceptions. The emulated network1716 can be hosted by one or more network devices, such as servercomputers, which are not illustrated here.

In various implementations, the deception farm 1740 can alternatively oradditionally include a physical network 1730, where the physical network1730 includes physical devices 1732. The physical devices 1732 caninclude computers, appliances, equipment, machinery, and/or othernetwork-enabled devices that can be found in the local segment 1704and/or the cloud segment 1706 of the site network.

In the example of FIG. 17A, a projection point 1710 has been configuredin the local segment 1704 of the site network. The projection point 1710can function as an endpoint for a network tunnel 1722 to the deceptionfarm 1740. The deception farm 1740 can include a network device that isconfigured as a tunneling endpoint 1714 for the tunnel 1722.

In various implementations, the projection point 1710 can projectdeceptions into either the local segment 1704 or the cloud segment 1706of the site network. For example, in the illustrated example, anemulated network device 1718 has been projected into the local segment1704 (referred to herein as local projected nodes 1744), and acombination of emulated network devices 1718 and physical networkdevices 1732 have been projected into the cloud segment 1706 (referredto herein as remote projected nodes 1742).

In various implementations, the local projected nodes 1744 can beprovided by assigning network addresses from the local segment 1704 todeceptions in the deception farm 1740. By having a network address thatis local to the local segment 1704, a deception can appear as a networkneighbor in the local segment 1704.

In some cases, as noted, above, the cloud segment 1706 may be in thesame broadcast domain as the local segment 1704. In these cases, theremote projected nodes 1742 can be provided by obtaining networkaddresses that are within the broadcast domain. The projection point1710 can provide these deceptions by way of the projection point'sconnection to the local segment 1704, and the local segment's connectionto the cloud segment 1706. In these cases, the remote projected nodes1742 may be indistinguishable from the network devices 1776 a-1776 c inthe cloud segment 1706. In cases where the cloud segment 1706 is not inthe same broadcast domain as the local segment 1706, the remoteprojected nodes 1742 can be provided, for example, by obtaining networkaddresses that are local to the cloud segment 1706. In some cases, suchnetwork addresses can be requested from the cloud services provider1754.

FIG. 17B illustrates an example where the projection point 1710 has beenconfigured for the cloud segment 1706 of the site network. Theprojection point 1710 can be configured on, for example, a networkdevice allocated to the cloud segment 1706. Alternatively oradditionally, the projection point 1710 can, for example, be anappliance installed in the network of the cloud services provider 1754.

Configuring the projection point 1710 in the cloud segment 1706 is analternate technique for providing deceptions in the cloud segment 1706.In this example, the projection point 1710 can tunnel directly from thecloud services provider 1754 to the deception farm 1740. The projectionpoint 1710 can possibly also communicate directly with systems at thecloud services provider 1754, to determine suitable deception mechanismsand/or obtain network addresses for the deceptions.

Specific details were given in the preceding description to provide athorough understanding of various implementations of systems andcomponents for projecting deceptions using a network tunnel. It will beunderstood by one of ordinary skill in the art, however, that theimplementations described above may be practiced without these specificdetails. For example, circuits, systems, networks, processes, and othercomponents may be shown as components in block diagram form in order notto obscure the embodiments in unnecessary detail. In other instances,well-known circuits, processes, algorithms, structures, and techniquesmay be shown without unnecessary detail in order to avoid obscuring theembodiments.

It is also noted that individual implementations may be described as aprocess which is depicted as a flowchart, a flow diagram, a data flowdiagram, a structure diagram, or a block diagram. Although a flowchartmay describe the operations as a sequential process, many of theoperations can be performed in parallel or concurrently. In addition,the order of the operations may be re-arranged. A process is terminatedwhen its operations are completed, but could have additional steps notincluded in a figure. A process may correspond to a method, a function,a procedure, a subroutine, a subprogram, etc. When a process correspondsto a function, its termination can correspond to a return of thefunction to the calling function or the main function.

The term “computer-readable medium” includes, but is not limited to,portable or non-portable storage devices, optical storage devices, andvarious other mediums capable of storing, containing, or carryinginstruction(s) and/or data. A computer-readable medium may include anon-transitory medium in which data can be stored and that does notinclude carrier waves and/or transitory electronic signals propagatingwirelessly or over wired connections. Examples of a non-transitorymedium may include, but are not limited to, a magnetic disk or tape,optical storage media such as compact disk (CD) or digital versatiledisk (DVD), flash memory, memory or memory devices. A computer-readablemedium may have stored thereon code and/or machine-executableinstructions that may represent a procedure, a function, a subprogram, aprogram, a routine, a subroutine, a module, a software package, a class,or any combination of instructions, data structures, or programstatements. A code segment may be coupled to another code segment or ahardware circuit by passing and/or receiving information, data,arguments, parameters, or memory contents. Information, arguments,parameters, data, etc. may be passed, forwarded, or transmitted via anysuitable means including memory sharing, message passing, token passing,network transmission, or the like.

The various examples discussed above may further be implemented byhardware, software, firmware, middleware, microcode, hardwaredescription languages, or any combination thereof. When implemented insoftware, firmware, middleware or microcode, the program code or codesegments to perform the necessary tasks (e.g., a computer-programproduct) may be stored in a computer-readable or machine-readablestorage medium (e.g., a medium for storing program code or codesegments). A processor(s), implemented in an integrated circuit, mayperform the necessary tasks.

Where components are described as being “configured to” perform certainoperations, such configuration can be accomplished, for example, bydesigning electronic circuits or other hardware to perform theoperation, by programming programmable electronic circuits (e.g.,microprocessors, or other suitable electronic circuits) to perform theoperation, or any combination thereof.

The various illustrative logical blocks, modules, circuits, andalgorithm steps described in connection with the implementationsdisclosed herein may be implemented as electronic hardware, computersoftware, firmware, or combinations thereof. To clearly illustrate thisinterchangeability of hardware and software, various illustrativecomponents, blocks, modules, circuits, and steps have been describedabove generally in terms of their functionality. Whether suchfunctionality is implemented as hardware or software depends upon theparticular application and design constraints imposed on the overallsystem. Skilled artisans may implement the described functionality invarying ways for each particular application, but such implementationdecisions should not be interpreted as causing a departure from thescope of the present disclosure.

The techniques described herein may also be implemented in electronichardware, computer software, firmware, or any combination thereof. Suchtechniques may be implemented in any of a variety of devices such asgeneral purposes computers, wireless communication device handsets, orintegrated circuit devices having multiple uses including application inwireless communication device handsets and other devices. Any featuresdescribed as modules or components may be implemented together in anintegrated logic device or separately as discrete but interoperablelogic devices. If implemented in software, the techniques may berealized at least in part by a computer-readable data storage mediumcomprising program code including instructions that, when executed,performs one or more of the methods described above. Thecomputer-readable data storage medium may form part of a computerprogram product, which may include packaging materials. Thecomputer-readable medium may comprise memory or data storage media, suchas random access memory (RAM) such as synchronous dynamic random accessmemory (SDRAM), read-only memory (ROM), non-volatile random accessmemory (NVRAM), electrically erasable programmable read-only memory(EEPROM), FLASH memory, magnetic or optical data storage media, and thelike. The techniques additionally, or alternatively, may be realized atleast in part by a computer-readable communication medium that carriesor communicates program code in the form of instructions or datastructures and that can be accessed, read, and/or executed by acomputer, such as propagated signals or waves.

The program code may be executed by a processor, which may include oneor more processors, such as one or more digital signal processors(DSPs), general purpose microprocessors, an application specificintegrated circuits (ASICs), field programmable logic arrays (FPGAs), orother equivalent integrated or discrete logic circuitry. Such aprocessor may be configured to perform any of the techniques describedin this disclosure. A general purpose processor may be a microprocessor;but in the alternative, the processor may be any conventional processor,controller, microcontroller, or state machine. A processor may also beimplemented as a combination of computing devices, e.g., a combinationof a DSP and a microprocessor, a plurality of microprocessors, one ormore microprocessors in conjunction with a DSP core, or any other suchconfiguration. Accordingly, the term “processor,” as used herein mayrefer to any of the foregoing structure, any combination of theforegoing structure, or any other structure or apparatus suitable forimplementation of the techniques described herein. In addition, in someaspects, the functionality described herein may be provided withindedicated software modules or hardware modules configured for tunnelingfor network deceptions.

As used below, any reference to a series of examples is to be understoodas a reference to each of those examples disjunctively (e.g., “Examples1-4” is to be understood as “Examples 1, 2, 3, or 4”).

Example 1 is a computer-implemented method, the method includingdetermining, by a network device on a first network, a network address,wherein the network address is determined from available networkaddresses in the first network. The method further includes configuringa network tunnel to a second network, wherein the second networkincludes one or more deception mechanisms. The method further includesselecting a deception mechanism from among the one or more deceptionmechanisms. The method further includes assigning the network address tothe selected deception mechanism, wherein the network address and thenetwork tunnel enable the selected deception mechanism to be a node onthe first network.

Example 2 is the computer-implemented method of example 1, the methodfurther including determining a configuration of one or more othernetwork devices on the first network, wherein the selected deceptionmechanism is selected using the configuration.

Example 3 is the computer-implemented method of examples 1-2, the methodfurther including determining a configuration of one or more othernetwork devices on the first network. The method further includesconfiguring the selected deception mechanism using the configuration ofthe one or more other network devices.

Example 4 is the computer-implemented method of examples 1-3, the methodfurther including selecting the second network from among a plurality ofdeception networks, wherein the plurality of deception networks hostdeception mechanisms.

Example 5 is the computer-implemented method of examples 1-4, the methodfurther including receiving network traffic from the first network,wherein the network traffic is addressed to the network address. Themethod further includes transmitting the network traffic over thenetwork tunnel.

Example 6 is the computer-implemented method of examples 1-5, the methodfurther including receiving network traffic from the first network,wherein the network traffic requests information about the networkaddress. The method further includes responding to the request.

Example 7 is the computer-implemented method of examples 1-6, the methodfurther including hiding the network device from the first network,wherein hiding includes not responding to network traffic addressed tothe network device.

Example 8 is the computer-implemented method of examples 1-7, the methodfurther including determining to add an additional deception mechanismto the first network. The method further includes configuring adifferent network tunnel to a third network, wherein the third includesone or more additional deception mechanisms. The method further includesselecting the additional deception mechanism from among the one or moreadditional deception mechanisms.

Example 9 is the computer-implemented method of examples 1-8, whereinthe second network is associated with a deception farm, wherein adeception farm includes network devices configured as deceptionmechanisms.

Example 10 is the computer-implemented method of examples 1-9, wherein adeception mechanism is an emulated network device or a physical networkdevice.

Example 11 a network device, which includes one or more processors and anon-transitory computer-readable medium. The non-transitory computereadable medium includes instructions that, when executed by the one ormore processors, cause the one or more processors to perform operationsaccording to the method(s) of examples 1-10.

Example 12 is a computer-program product tangibly embodied in anon-transitory machine-readable storage medium, including instructionsthat, when executed by one or more processors, cause the one or moreprocessors to perform steps according to the method(s) of examples 1-10.

1. (canceled)
 2. A computer-implemented method, comprising: determining,by a projection point configured on a network device on a first network,a network address, wherein: the network address is determined fromavailable network addresses in the first network; and the first networkis a cloud segment; configuring a network tunnel to a second network,wherein the second network includes one or more deception mechanisms;selecting a deception mechanism from among the one or more deceptionmechanisms; and assigning the network address to the selected deceptionmechanism, wherein the network address and the network tunnel enable theselected deception mechanism to be on the first network.
 3. Thecomputer-implemented method of claim 2, wherein, when selected, theselected deception mechanism does not have a network address in thefirst network.
 4. The computer-implemented method of claim 2, whereinthe cloud segment is hosted by a cloud services provider.
 5. Thecomputer-implemented method of claim 4, the computer-implemented methodfurther comprising communicating with systems of the cloud servicesprovider to determine a suitable deception mechanism.
 6. Thecomputer-implemented method of claim 2, wherein the network tunnel ishidden from other devices on the first network.
 7. Thecomputer-implemented method of claim 2, wherein the network device onthe first network is an appliance of the first network.
 8. Thecomputer-implemented method of claim 2, wherein: the first networkincludes a local segment; the cloud segment has cloud network devices;and the local segment has local network devices.
 9. A network devicecomprising: one or more processors; and a non-transitorycomputer-readable medium including instructions that, when executed bythe one or more processors, cause the one or more processors to performoperations including: determining a network address on a first network,wherein: the network address is determined from available networkaddresses in the first network; and the first network is a cloudsegment; configuring a network tunnel to a second network, wherein thesecond network includes one or more deception mechanisms; selecting adeception mechanism from among the one or more deception mechanisms; andassigning the network address to the selected deception mechanism,wherein the network address and the network tunnel enable the selecteddeception mechanism to be on the first network.
 10. The network deviceof claim 9, wherein, when selected, the selected deception mechanismdoes not have a network address in the first network.
 11. The networkdevice of claim 9, wherein the cloud segment is hosted by a cloudservices provider.
 12. The network device of claim 11, wherein theinstructions, when executed, cause the one or more processors tocommunicate with systems of the cloud services provider to determine asuitable deception mechanism.
 13. The network device of claim 9, whereinthe network tunnel is hidden from other devices on the first network.14. The network device of claim 9, wherein the cloud segment comprisesvirtual machines.
 15. The network device of claim 9, wherein: the firstnetwork includes a local segment; the cloud segment has cloud networkdevices; and the local segment has local network devices.
 16. Acomputer-program product tangibly embodied in a non-transitorymachine-readable storage medium, including instructions that, whenexecuted by one or more processors, cause the one or more processors to:determine, by a projection point configured on a network device on afirst network, a network address, wherein: the network address isdetermined from available network addresses in the first network; andthe first network is a cloud segment; configure a network tunnel to asecond network, wherein the second network includes one or moredeception mechanisms; select a deception mechanism from among the one ormore deception mechanisms; and assign the network address to theselected deception mechanism, wherein the network address and thenetwork tunnel enable the selected deception mechanism to be on thefirst network.
 17. The computer-program product of claim 16, wherein,when selected, the selected deception mechanism does not have a networkaddress in the first network.
 18. The computer-program product of claim16, wherein the cloud segment of the first network is hosted by a cloudservices provider, and the cloud services provider operates a datacenter where hardware and/or software resources can be dynamicallyallocated to different customers.
 19. The computer-program product ofclaim 18, wherein the instructions, when executed, cause the one or moreprocessors to communicate with systems of the cloud services provider todetermine a suitable deception mechanism.
 20. The computer-programproduct of claim 16, wherein the network tunnel is hidden from otherdevices on the first network.
 21. The computer-program product of claim16, wherein: the first network includes a local segment; the cloudsegment has cloud network devices; and the local segment has localnetwork devices.